From ef8dafa740376c63b5ccf58ca44a6953eabf05d3 Mon Sep 17 00:00:00 2001
From: jhumeau <jhumeau@331e1502-861f-0410-8da2-ba01fb791d7f>
Date: Mon, 2 Feb 2009 16:29:52 +0000
Subject: [PATCH] Initial import.

git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@1384 331e1502-861f-0410-8da2-ba01fb791d7f
---
 contribution/trunk/tutos_META08/.project      |    11 +
 contribution/trunk/tutos_META08/README.txt    |    84 +
 .../linux_32bits/EO_lesson1/current_param     |    14 +
 .../linux_32bits/EO_lesson1/param             |     9 +
 .../linux_32bits/EO_lesson1/tsp.cpp           |   160 +
 .../linux_32bits/EO_lesson1/tsp_EA            |   Bin 0 -> 443530 bytes
 .../linux_32bits/MOEO_lesson/FlowShopEA       |   Bin 0 -> 988140 bytes
 .../linux_32bits/MOEO_lesson/FlowShopEA.cpp   |   132 +
 .../MOEO_lesson/FlowShopEA.status             |    49 +
 .../linux_32bits/MOEO_lesson/Res/arch         |     3 +
 .../linux_32bits/MOEO_lesson/param            |    33 +
 .../linux_32bits/MO_lesson1/current_param     |     9 +
 .../linux_32bits/MO_lesson1/hill_climbing     |   Bin 0 -> 299542 bytes
 .../linux_32bits/MO_lesson1/hill_climbing.cpp |   134 +
 .../linux_32bits/MO_lesson1/param             |     3 +
 .../linux_32bits/MO_lesson2/current_param     |    11 +
 .../linux_32bits/MO_lesson2/param             |     5 +
 .../linux_32bits/MO_lesson2/tabu_search       |   Bin 0 -> 310252 bytes
 .../linux_32bits/MO_lesson2/tabu_search.cpp   |   145 +
 .../linux_32bits/MO_lesson3/current_param     |    14 +
 .../linux_32bits/MO_lesson3/param             |     8 +
 .../MO_lesson3/simulated_annealing            |   Bin 0 -> 266023 bytes
 .../MO_lesson3/simulated_annealing.cpp        |   148 +
 .../linux_32bits/MO_lesson4/current_param     |     9 +
 .../MO_lesson4/iterated_local_search          |   Bin 0 -> 281777 bytes
 .../MO_lesson4/iterated_local_search.cpp      |   117 +
 .../linux_32bits/MO_lesson4/param             |     3 +
 .../flowshop/benchs/020_05_01.txt             |    63 +
 .../flowshop/benchs/020_05_02.txt             |    63 +
 .../flowshop/benchs/020_10_01.txt             |    63 +
 .../flowshop/benchs/020_10_02.txt             |    63 +
 .../flowshop/benchs/020_20_01.txt             |    63 +
 .../flowshop/benchs/050_05_01.txt             |   153 +
 .../flowshop/benchs/050_10_01.txt             |   153 +
 .../flowshop/benchs/050_20_01.txt             |   153 +
 .../flowshop/benchs/100_05_01.txt             |   303 +
 .../flowshop/benchs/100_10_01.txt             |   303 +
 .../flowshop/benchs/100_20_01.txt             |   303 +
 .../flowshop/benchs/200_10_01.txt             |   603 +
 .../linux_32bits/flowshop/benchs/README       |     1 +
 .../linux_32bits/flowshop/src/FlowShop.cpp    |    43 +
 .../linux_32bits/flowshop/src/FlowShop.h      |    58 +
 .../flowshop/src/FlowShopBenchmarkParser.cpp  |   131 +
 .../flowshop/src/FlowShopBenchmarkParser.h    |   109 +
 .../flowshop/src/FlowShopEval.cpp             |    90 +
 .../linux_32bits/flowshop/src/FlowShopEval.h  |   104 +
 .../flowshop/src/FlowShopInit.cpp             |    64 +
 .../linux_32bits/flowshop/src/FlowShopInit.h  |    49 +
 .../flowshop/src/FlowShopObjectiveVector.h    |    49 +
 .../src/FlowShopObjectiveVectorTraits.cpp     |    57 +
 .../src/FlowShopObjectiveVectorTraits.h       |    71 +
 .../flowshop/src/FlowShopOpCrossoverQuad.cpp  |   110 +
 .../flowshop/src/FlowShopOpCrossoverQuad.h    |    78 +
 .../flowshop/src/FlowShopOpMutationExchange.h |    49 +
 .../flowshop/src/FlowShopOpMutationShift.h    |    49 +
 .../flowshop/src/make_eval_FlowShop.h         |    81 +
 .../flowshop/src/make_genotype_FlowShop.h     |    74 +
 .../flowshop/src/make_op_FlowShop.h           |   132 +
 .../linux_32bits/hybrid_lesson/current_param  |    15 +
 .../linux_32bits/hybrid_lesson/hybrid_ga      |   Bin 0 -> 505705 bytes
 .../linux_32bits/hybrid_lesson/hybrid_ga.cpp  |   195 +
 .../linux_32bits/hybrid_lesson/param          |     9 +
 .../linux_32bits/tsp/benchs/README            |    93 +
 .../linux_32bits/tsp/benchs/berlin52.tsp      |    60 +
 .../linux_32bits/tsp/benchs/eil101.tsp        |   108 +
 .../linux_32bits/tsp/benchs/eil51.tsp         |    58 +
 .../linux_32bits/tsp/benchs/pr2392.tsp        |  2399 +++
 .../linux_32bits/tsp/benchs/rl5915.tsp        |  5922 +++++++
 .../linux_32bits/tsp/benchs/usa13509.tsp      | 13519 ++++++++++++++++
 .../linux_32bits/tsp/src/city_swap.cpp        |    50 +
 .../linux_32bits/tsp/src/city_swap.h          |    55 +
 .../linux_32bits/tsp/src/edge_xover.cpp       |   169 +
 .../linux_32bits/tsp/src/edge_xover.h         |    72 +
 .../linux_32bits/tsp/src/graph.cpp            |   207 +
 .../tutos_META08/linux_32bits/tsp/src/graph.h |    60 +
 .../tutos_META08/linux_32bits/tsp/src/mix.h   |    50 +
 .../linux_32bits/tsp/src/order_xover.cpp      |   119 +
 .../linux_32bits/tsp/src/order_xover.h        |    57 +
 .../linux_32bits/tsp/src/part_route_eval.cpp  |    53 +
 .../linux_32bits/tsp/src/part_route_eval.h    |    62 +
 .../tsp/src/part_two_opt_init.cpp             |    45 +
 .../linux_32bits/tsp/src/part_two_opt_init.h  |    54 +
 .../tsp/src/part_two_opt_next.cpp             |    57 +
 .../linux_32bits/tsp/src/part_two_opt_next.h  |    53 +
 .../tsp/src/partial_mapped_xover.cpp          |   118 +
 .../tsp/src/partial_mapped_xover.h            |    57 +
 .../tutos_META08/linux_32bits/tsp/src/route.h |    48 +
 .../linux_32bits/tsp/src/route_eval.cpp       |    51 +
 .../linux_32bits/tsp/src/route_eval.h         |    55 +
 .../linux_32bits/tsp/src/route_init.cpp       |    63 +
 .../linux_32bits/tsp/src/route_init.h         |    53 +
 .../linux_32bits/tsp/src/route_valid.cpp      |    68 +
 .../linux_32bits/tsp/src/route_valid.h        |    44 +
 .../tutos_META08/linux_32bits/tsp/src/tsp     |    41 +
 .../tutos_META08/linux_32bits/tsp/src/tsp.h   |    60 +
 .../linux_32bits/tsp/src/two_opt.cpp          |    72 +
 .../linux_32bits/tsp/src/two_opt.h            |    61 +
 .../tsp/src/two_opt_incr_eval.cpp             |    53 +
 .../linux_32bits/tsp/src/two_opt_incr_eval.h  |    51 +
 .../linux_32bits/tsp/src/two_opt_init.cpp     |    45 +
 .../linux_32bits/tsp/src/two_opt_init.h       |    54 +
 .../linux_32bits/tsp/src/two_opt_next.cpp     |    59 +
 .../linux_32bits/tsp/src/two_opt_next.h       |    53 +
 .../linux_32bits/tsp/src/two_opt_rand.cpp     |    45 +
 .../linux_32bits/tsp/src/two_opt_rand.h       |    53 +
 .../tsp/src/two_opt_tabu_list.cpp             |    93 +
 .../linux_32bits/tsp/src/two_opt_tabu_list.h  |    63 +
 .../linux_64bits/EO_lesson1/param             |     9 +
 .../linux_64bits/EO_lesson1/tsp.cpp           |   160 +
 .../linux_64bits/EO_lesson1/tsp_EA            |   Bin 0 -> 553700 bytes
 .../linux_64bits/MOEO_lesson/FlowShopEA       |   Bin 0 -> 1122679 bytes
 .../linux_64bits/MOEO_lesson/FlowShopEA.cpp   |   132 +
 .../linux_64bits/MOEO_lesson/param            |    33 +
 .../linux_64bits/MO_lesson1/hill_climbing     |   Bin 0 -> 350557 bytes
 .../linux_64bits/MO_lesson1/hill_climbing.cpp |   134 +
 .../linux_64bits/MO_lesson1/param             |     3 +
 .../linux_64bits/MO_lesson2/param             |     5 +
 .../linux_64bits/MO_lesson2/tabu_search       |   Bin 0 -> 355673 bytes
 .../linux_64bits/MO_lesson2/tabu_search.cpp   |   145 +
 .../linux_64bits/MO_lesson3/param             |     8 +
 .../MO_lesson3/simulated_annealing            |   Bin 0 -> 302735 bytes
 .../MO_lesson3/simulated_annealing.cpp        |   148 +
 .../MO_lesson4/iterated_local_search          |   Bin 0 -> 323406 bytes
 .../MO_lesson4/iterated_local_search.cpp      |   117 +
 .../linux_64bits/MO_lesson4/param             |     3 +
 .../flowshop/benchs/020_05_01.txt             |    63 +
 .../flowshop/benchs/020_05_02.txt             |    63 +
 .../flowshop/benchs/020_10_01.txt             |    63 +
 .../flowshop/benchs/020_10_02.txt             |    63 +
 .../flowshop/benchs/020_20_01.txt             |    63 +
 .../flowshop/benchs/050_05_01.txt             |   153 +
 .../flowshop/benchs/050_10_01.txt             |   153 +
 .../flowshop/benchs/050_20_01.txt             |   153 +
 .../flowshop/benchs/100_05_01.txt             |   303 +
 .../flowshop/benchs/100_10_01.txt             |   303 +
 .../flowshop/benchs/100_20_01.txt             |   303 +
 .../flowshop/benchs/200_10_01.txt             |   603 +
 .../linux_64bits/flowshop/benchs/README       |     1 +
 .../linux_64bits/flowshop/src/FlowShop.cpp    |    43 +
 .../linux_64bits/flowshop/src/FlowShop.h      |    58 +
 .../flowshop/src/FlowShopBenchmarkParser.cpp  |   131 +
 .../flowshop/src/FlowShopBenchmarkParser.h    |   109 +
 .../flowshop/src/FlowShopEval.cpp             |    90 +
 .../linux_64bits/flowshop/src/FlowShopEval.h  |   104 +
 .../flowshop/src/FlowShopInit.cpp             |    64 +
 .../linux_64bits/flowshop/src/FlowShopInit.h  |    49 +
 .../flowshop/src/FlowShopObjectiveVector.h    |    49 +
 .../src/FlowShopObjectiveVectorTraits.cpp     |    57 +
 .../src/FlowShopObjectiveVectorTraits.h       |    71 +
 .../flowshop/src/FlowShopOpCrossoverQuad.cpp  |   110 +
 .../flowshop/src/FlowShopOpCrossoverQuad.h    |    78 +
 .../flowshop/src/FlowShopOpMutationExchange.h |    49 +
 .../flowshop/src/FlowShopOpMutationShift.h    |    49 +
 .../flowshop/src/make_eval_FlowShop.h         |    81 +
 .../flowshop/src/make_genotype_FlowShop.h     |    74 +
 .../flowshop/src/make_op_FlowShop.h           |   132 +
 .../linux_64bits/hybrid_lesson/hybrid_ga      |   Bin 0 -> 641194 bytes
 .../linux_64bits/hybrid_lesson/hybrid_ga.cpp  |   195 +
 .../linux_64bits/hybrid_lesson/param          |     9 +
 .../linux_64bits/tsp/benchs/README            |    93 +
 .../linux_64bits/tsp/benchs/berlin52.tsp      |    60 +
 .../linux_64bits/tsp/benchs/eil101.tsp        |   108 +
 .../linux_64bits/tsp/benchs/eil51.tsp         |    58 +
 .../linux_64bits/tsp/benchs/pr2392.tsp        |  2399 +++
 .../linux_64bits/tsp/benchs/rl5915.tsp        |  5922 +++++++
 .../linux_64bits/tsp/benchs/usa13509.tsp      | 13519 ++++++++++++++++
 .../linux_64bits/tsp/src/city_swap.cpp        |    50 +
 .../linux_64bits/tsp/src/city_swap.h          |    55 +
 .../linux_64bits/tsp/src/edge_xover.cpp       |   169 +
 .../linux_64bits/tsp/src/edge_xover.h         |    72 +
 .../linux_64bits/tsp/src/graph.cpp            |   207 +
 .../tutos_META08/linux_64bits/tsp/src/graph.h |    60 +
 .../tutos_META08/linux_64bits/tsp/src/mix.h   |    50 +
 .../linux_64bits/tsp/src/order_xover.cpp      |   119 +
 .../linux_64bits/tsp/src/order_xover.h        |    57 +
 .../linux_64bits/tsp/src/part_route_eval.cpp  |    53 +
 .../linux_64bits/tsp/src/part_route_eval.h    |    62 +
 .../tsp/src/part_two_opt_init.cpp             |    45 +
 .../linux_64bits/tsp/src/part_two_opt_init.h  |    54 +
 .../tsp/src/part_two_opt_next.cpp             |    57 +
 .../linux_64bits/tsp/src/part_two_opt_next.h  |    53 +
 .../tsp/src/partial_mapped_xover.cpp          |   118 +
 .../tsp/src/partial_mapped_xover.h            |    57 +
 .../tutos_META08/linux_64bits/tsp/src/route.h |    48 +
 .../linux_64bits/tsp/src/route_eval.cpp       |    51 +
 .../linux_64bits/tsp/src/route_eval.h         |    55 +
 .../linux_64bits/tsp/src/route_init.cpp       |    63 +
 .../linux_64bits/tsp/src/route_init.h         |    53 +
 .../linux_64bits/tsp/src/route_valid.cpp      |    68 +
 .../linux_64bits/tsp/src/route_valid.h        |    44 +
 .../tutos_META08/linux_64bits/tsp/src/tsp     |    41 +
 .../tutos_META08/linux_64bits/tsp/src/tsp.h   |    60 +
 .../linux_64bits/tsp/src/two_opt.cpp          |    72 +
 .../linux_64bits/tsp/src/two_opt.h            |    61 +
 .../tsp/src/two_opt_incr_eval.cpp             |    53 +
 .../linux_64bits/tsp/src/two_opt_incr_eval.h  |    51 +
 .../linux_64bits/tsp/src/two_opt_init.cpp     |    45 +
 .../linux_64bits/tsp/src/two_opt_init.h       |    54 +
 .../linux_64bits/tsp/src/two_opt_next.cpp     |    59 +
 .../linux_64bits/tsp/src/two_opt_next.h       |    53 +
 .../linux_64bits/tsp/src/two_opt_rand.cpp     |    45 +
 .../linux_64bits/tsp/src/two_opt_rand.h       |    53 +
 .../tsp/src/two_opt_tabu_list.cpp             |    93 +
 .../linux_64bits/tsp/src/two_opt_tabu_list.h  |    63 +
 .../tutos_META08/not_compiled/CMakeLists.txt  |   147 +
 .../not_compiled/EO_lesson1/CMakeLists.txt    |    57 +
 .../not_compiled/EO_lesson1/param             |     9 +
 .../not_compiled/EO_lesson1/tsp.cpp           |   160 +
 .../not_compiled/MOEO_lesson/CMakeLists.txt   |    52 +
 .../not_compiled/MOEO_lesson/FlowShopEA.cpp   |   132 +
 .../not_compiled/MOEO_lesson/param            |    33 +
 .../not_compiled/MO_lesson1/CMakeLists.txt    |    49 +
 .../not_compiled/MO_lesson1/hill_climbing.cpp |   134 +
 .../not_compiled/MO_lesson1/param             |     3 +
 .../not_compiled/MO_lesson2/CMakeLists.txt    |    61 +
 .../not_compiled/MO_lesson2/param             |     5 +
 .../not_compiled/MO_lesson2/tabu_search.cpp   |   145 +
 .../not_compiled/MO_lesson3/CMakeLists.txt    |    59 +
 .../not_compiled/MO_lesson3/param             |     8 +
 .../MO_lesson3/simulated_annealing.cpp        |   148 +
 .../not_compiled/MO_lesson4/CMakeLists.txt    |    61 +
 .../MO_lesson4/iterated_local_search.cpp      |   117 +
 .../not_compiled/MO_lesson4/param             |     3 +
 .../not_compiled/flowshop/CMakeLists.txt      |    17 +
 .../flowshop/benchs/020_05_01.txt             |    63 +
 .../flowshop/benchs/020_05_02.txt             |    63 +
 .../flowshop/benchs/020_10_01.txt             |    63 +
 .../flowshop/benchs/020_10_02.txt             |    63 +
 .../flowshop/benchs/020_20_01.txt             |    63 +
 .../flowshop/benchs/050_05_01.txt             |   153 +
 .../flowshop/benchs/050_10_01.txt             |   153 +
 .../flowshop/benchs/050_20_01.txt             |   153 +
 .../flowshop/benchs/100_05_01.txt             |   303 +
 .../flowshop/benchs/100_10_01.txt             |   303 +
 .../flowshop/benchs/100_20_01.txt             |   303 +
 .../flowshop/benchs/200_10_01.txt             |   603 +
 .../not_compiled/flowshop/benchs/README       |     1 +
 .../not_compiled/flowshop/src/CMakeLists.txt  |    28 +
 .../not_compiled/flowshop/src/FlowShop.cpp    |    43 +
 .../not_compiled/flowshop/src/FlowShop.h      |    58 +
 .../flowshop/src/FlowShopBenchmarkParser.cpp  |   131 +
 .../flowshop/src/FlowShopBenchmarkParser.h    |   109 +
 .../flowshop/src/FlowShopEval.cpp             |    90 +
 .../not_compiled/flowshop/src/FlowShopEval.h  |   104 +
 .../flowshop/src/FlowShopInit.cpp             |    64 +
 .../not_compiled/flowshop/src/FlowShopInit.h  |    49 +
 .../flowshop/src/FlowShopObjectiveVector.h    |    49 +
 .../src/FlowShopObjectiveVectorTraits.cpp     |    57 +
 .../src/FlowShopObjectiveVectorTraits.h       |    71 +
 .../flowshop/src/FlowShopOpCrossoverQuad.cpp  |   110 +
 .../flowshop/src/FlowShopOpCrossoverQuad.h    |    78 +
 .../flowshop/src/FlowShopOpMutationExchange.h |    49 +
 .../flowshop/src/FlowShopOpMutationShift.h    |    49 +
 .../flowshop/src/make_eval_FlowShop.h         |    81 +
 .../flowshop/src/make_genotype_FlowShop.h     |    74 +
 .../flowshop/src/make_op_FlowShop.h           |   132 +
 .../not_compiled/hybrid_lesson/CMakeLists.txt |    58 +
 .../not_compiled/hybrid_lesson/hybrid_ga.cpp  |   195 +
 .../not_compiled/hybrid_lesson/param          |     9 +
 .../tutos_META08/not_compiled/install.cmake   |    49 +
 .../not_compiled/tsp/CMakeLists.txt           |    18 +
 .../not_compiled/tsp/benchs/README            |    93 +
 .../not_compiled/tsp/benchs/berlin52.tsp      |    60 +
 .../not_compiled/tsp/benchs/eil101.tsp        |   108 +
 .../not_compiled/tsp/benchs/eil51.tsp         |    58 +
 .../not_compiled/tsp/benchs/pr2392.tsp        |  2399 +++
 .../not_compiled/tsp/benchs/rl5915.tsp        |  5922 +++++++
 .../not_compiled/tsp/benchs/usa13509.tsp      | 13519 ++++++++++++++++
 .../not_compiled/tsp/src/CMakeLists.txt       |    38 +
 .../not_compiled/tsp/src/city_swap.cpp        |    50 +
 .../not_compiled/tsp/src/city_swap.h          |    55 +
 .../not_compiled/tsp/src/edge_xover.cpp       |   169 +
 .../not_compiled/tsp/src/edge_xover.h         |    72 +
 .../not_compiled/tsp/src/graph.cpp            |   207 +
 .../tutos_META08/not_compiled/tsp/src/graph.h |    60 +
 .../tutos_META08/not_compiled/tsp/src/mix.h   |    50 +
 .../not_compiled/tsp/src/order_xover.cpp      |   119 +
 .../not_compiled/tsp/src/order_xover.h        |    57 +
 .../not_compiled/tsp/src/part_route_eval.cpp  |    53 +
 .../not_compiled/tsp/src/part_route_eval.h    |    62 +
 .../tsp/src/part_two_opt_init.cpp             |    45 +
 .../not_compiled/tsp/src/part_two_opt_init.h  |    54 +
 .../tsp/src/part_two_opt_next.cpp             |    57 +
 .../not_compiled/tsp/src/part_two_opt_next.h  |    53 +
 .../tsp/src/partial_mapped_xover.cpp          |   118 +
 .../tsp/src/partial_mapped_xover.h            |    57 +
 .../tutos_META08/not_compiled/tsp/src/route.h |    48 +
 .../not_compiled/tsp/src/route_eval.cpp       |    51 +
 .../not_compiled/tsp/src/route_eval.h         |    55 +
 .../not_compiled/tsp/src/route_init.cpp       |    63 +
 .../not_compiled/tsp/src/route_init.h         |    53 +
 .../not_compiled/tsp/src/route_valid.cpp      |    68 +
 .../not_compiled/tsp/src/route_valid.h        |    44 +
 .../tutos_META08/not_compiled/tsp/src/tsp     |    41 +
 .../tutos_META08/not_compiled/tsp/src/tsp.h   |    60 +
 .../not_compiled/tsp/src/two_opt.cpp          |    72 +
 .../not_compiled/tsp/src/two_opt.h            |    61 +
 .../tsp/src/two_opt_incr_eval.cpp             |    53 +
 .../not_compiled/tsp/src/two_opt_incr_eval.h  |    51 +
 .../not_compiled/tsp/src/two_opt_init.cpp     |    45 +
 .../not_compiled/tsp/src/two_opt_init.h       |    54 +
 .../not_compiled/tsp/src/two_opt_next.cpp     |    59 +
 .../not_compiled/tsp/src/two_opt_next.h       |    53 +
 .../not_compiled/tsp/src/two_opt_rand.cpp     |    45 +
 .../not_compiled/tsp/src/two_opt_rand.h       |    53 +
 .../tsp/src/two_opt_tabu_list.cpp             |    93 +
 .../not_compiled/tsp/src/two_opt_tabu_list.h  |    63 +
 .../tutos_META08/windows/EO_lesson1/param     |     9 +
 .../tutos_META08/windows/EO_lesson1/tsp.cpp   |   160 +
 .../windows/MOEO_lesson/FlowShopEA.cpp        |   132 +
 .../tutos_META08/windows/MOEO_lesson/param    |    33 +
 .../windows/MO_lesson1/hill_climbing.cpp      |   134 +
 .../tutos_META08/windows/MO_lesson1/param     |     3 +
 .../tutos_META08/windows/MO_lesson2/param     |     5 +
 .../windows/MO_lesson2/tabu_search.cpp        |   145 +
 .../tutos_META08/windows/MO_lesson3/param     |     8 +
 .../MO_lesson3/simulated_annealing.cpp        |   148 +
 .../MO_lesson4/iterated_local_search.cpp      |   117 +
 .../tutos_META08/windows/MO_lesson4/param     |     3 +
 .../windows/flowshop/benchs/020_05_01.txt     |    63 +
 .../windows/flowshop/benchs/020_05_02.txt     |    63 +
 .../windows/flowshop/benchs/020_10_01.txt     |    63 +
 .../windows/flowshop/benchs/020_10_02.txt     |    63 +
 .../windows/flowshop/benchs/020_20_01.txt     |    63 +
 .../windows/flowshop/benchs/050_05_01.txt     |   153 +
 .../windows/flowshop/benchs/050_10_01.txt     |   153 +
 .../windows/flowshop/benchs/050_20_01.txt     |   153 +
 .../windows/flowshop/benchs/100_05_01.txt     |   303 +
 .../windows/flowshop/benchs/100_10_01.txt     |   303 +
 .../windows/flowshop/benchs/100_20_01.txt     |   303 +
 .../windows/flowshop/benchs/200_10_01.txt     |   603 +
 .../windows/flowshop/benchs/README            |     1 +
 .../windows/flowshop/src/FlowShop.cpp         |    43 +
 .../windows/flowshop/src/FlowShop.h           |    58 +
 .../flowshop/src/FlowShopBenchmarkParser.cpp  |   131 +
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diff --git a/contribution/trunk/tutos_META08/.project b/contribution/trunk/tutos_META08/.project
new file mode 100644
index 000000000..df888f39c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/.project
@@ -0,0 +1,11 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<projectDescription>
+	<name>Tutos_META08</name>
+	<comment></comment>
+	<projects>
+	</projects>
+	<buildSpec>
+	</buildSpec>
+	<natures>
+	</natures>
+</projectDescription>
diff --git a/contribution/trunk/tutos_META08/README.txt b/contribution/trunk/tutos_META08/README.txt
new file mode 100755
index 000000000..7044e1b0b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/README.txt
@@ -0,0 +1,84 @@
+###############
+#  CONTENTS   #
+###############
+
+The package "paradiseo_tutorials" contains pre-compiled files for different operating systems and a "not_compiled" package:
+ - windows
+ - linux 32bits
+ - linux 64bits
+ - not_compiled
+
+Each pre_compiled sub-directory contains an executable file, a parameter file and a c++ source file (provided as an informational resource only) for each lesson:
+ - EO_lesson1 (contains "tsp_EA(.exe)", "tsp_EA.cpp", param)
+ - MO_lesson1 (contains "hill_climbing(.exe)", "hill_climbing.cpp", param)
+ - MO_lesson2 (contains "tabu_search(.exe)", "tabu_search.cpp", param)
+ - MO_lesson3 (contains "simulated_annealing(.exe)", "simulated_annealing.cpp", param)
+ - MO_lesson4 (contains "iterated_local_search(.exe)", "iterated_local_search.cpp", param)
+ - hybrid_lesson (contains "hybrid_ga(.exe)", "hybrid_ga.cpp", param)
+ - MOEO_lesson (contains "FlowShopEA(.exe)", "FlowShopEA.cpp", param)
+
+For advance users:
+ - The package "not_compiled" allows you to compile tutorials in your own machine ONLY IF PARADISEO HAS BEEN PREVIOUSLY INSTALLED on it.
+
+
+
+###############
+#     USE     #
+###############
+
+Copy the package corresponding to your operating system on your computer.
+
+Then, you can execute all lessons with a command line interpreter.
+Windows users, do not click on the executable file "*.exe" whereas you won't be able to see the results.
+
+For instance, to run the hill_climbing, launch a command line interpreter, go to the "MO_lesson1" directory and type:
+(windows system)
+   > hill_climbing.exe @param
+(Linux system)
+   > ./hill_climbing @param
+
+
+
+###############
+# COMPILATION #
+###############
+
+We recommend you to use the pre-compiled packages. But if you still want to compile the "not_compiled" package, please perform the following steps.
+
+Linux users:
+************
+1. Go to the not_compiled directory
+2. Edit the install.cmake file 
+   • PARADISEO DIR : replace "TO FILL" by the path where ParadisEO has been installed (for instance, "/home/user/paradiseo-1.1/")
+   • SOURCES DIR : replace "TO FILL" by the path where the install.cmake file is located on your computer (for instance, "/home/user/tutorials/not_compiled/")
+3. Go to the build directory and run the following command lines:
+   > cmake ..
+   > make
+   > make install
+
+Windows users (Visual Studio 9 2008):
+*************************************
+1. Go to the not_compiled directory
+2. Edit the install.cmake file 
+   • PARADISEO DIR : replace "TO FILL" by the path where ParadisEO has been installed WITH DOUBLE BACKSLASHES (for instance, "C:\\[ParadisEO_PATH]")
+   • SOURCES DIR : replace "TO FILL" by the path where the install.cmake file is located on your computer (for instance, "C:\\...\\not_compiled")
+3. Run The Cmake interface.
+   • In the field "Where is the source code:", browse to find path of the "not_compiled" directory.
+   • In the field "Where to build the binaries:", browse to find path of the "not_compiled/build" directory.
+   • Click on "Configure"
+   • Choose "Visual Studio 9 2008"
+   • Skip Warnings (click "OK" for all)
+   • click on "Configure"
+   • Skip Warnings (click "OK" for all)
+   • Click on "Ok"
+   • Skip Warnings (click "OK" for all)
+4. Compilation.
+   • Go in "not_compiled/build" directory.
+   • Double click on the Visual Studio Solution "TUTORIAUX".
+   • Skip Warnings while Visual Studio is launched (click "OK" for all)
+   • Choose "Release" in the top of the windows near the green arrow.
+   • In the Solutions Explorer (on the left), right click on "Solution'TUTORIAUX'", then click on "Build Solution".
+   • right click on "installall", then click on "Build Solution".
+Now lessons should be compiled in the build directories.
+Executable are in the "Release" directories.
+NOTE: Relative path in "param" files must be changed in added "../" to --instancePath.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/current_param b/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/current_param
new file mode 100755
index 000000000..a614856d4
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/current_param
@@ -0,0 +1,14 @@
+
+######                 General    ######
+# --help=0                                 # -h : Prints this message
+# --stopOnUnknownParam=1                   # Stop if unkown param entered
+
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+# --seed=1224772176                        # Seed for rand.
+--popSize=100                            # Size of the population.
+--maxGen=1000                            # Maximum number of generations.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation.
+--nbOffspring=100                        # Number of offspring.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/param b/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/param
new file mode 100755
index 000000000..c1bcf6d19
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/param
@@ -0,0 +1,9 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp       # Path to the instance.
+--popSize=100                            # Size of the population.
+--nbOffspring=100                           # Number of selected parents.
+--maxGen=1000                           # Maximum number of iterations.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation
+
diff --git a/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/tsp.cpp b/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/tsp.cpp
new file mode 100755
index 000000000..1c927b6d0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/tsp.cpp
@@ -0,0 +1,160 @@
+/* 
+* <tsp.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Thomas Legrand
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <eo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int main (int _argc, char* _argv [])
+{
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  unsigned int seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  std::string instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  unsigned int populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
+  unsigned int maxGen=atoi( (parser.getParamWithLongName("maxGen")->getValue()).c_str() );
+  double crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
+  double mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
+  unsigned int nbOffspring=atoi( (parser.getParamWithLongName("nbOffspring")->getValue()).c_str() );
+  std::string crossoverType=parser.getParamWithLongName("crossType")->getValue();
+
+  // random number generator
+  srand (seed);
+  
+  // load test instance
+  Graph::load(instancePath.c_str());
+
+
+
+  /*** the representation-dependent things ***/
+  
+  // the evaluation function
+  RouteEval full_eval ;
+  // the genotype (through a genotype initializer)
+  RouteInit init ;
+  // crossover
+  eoQuadOp <Route>*crossover;
+  if(crossoverType.compare("Partial")==0)
+  {
+      crossover=new PartialMappedXover();
+  }
+  else if (crossoverType.compare("Order")==0)
+  {
+      crossover=new OrderXover();
+  }
+  else if (crossoverType.compare("Edge")==0)
+  {
+      crossover=new EdgeXover();
+  }
+  else
+  {
+      throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
+  }
+  // mutation 
+  CitySwap mutation ;
+  // variation operators
+  eoSGATransform <Route> transform (*crossover, crossoverRate, mutation, mutationRate) ; 
+
+
+
+   /*** the representation-independent things ***/
+  
+  // initialization of the population
+   eoPop <Route> pop (populationSize, init) ;
+   apply <Route> (full_eval, pop) ;
+   // select
+   eoDetTournamentSelect <Route> select_one ;
+   eoSelectNumber <Route> select (select_one, nbOffspring) ;
+   // replace
+   eoGenerationalReplacement <Route> genReplace;
+   eoWeakElitistReplacement <Route> replace(genReplace);
+   // stopping criteria
+   eoGenContinue <Route> continu (maxGen) ;
+   // algorithm
+   eoEasyEA <Route> ea (continu, full_eval, select, transform, replace) ;
+
+  
+
+   /*** Go ! ***/
+
+   // initial solution
+   std :: cout << "[From] " << pop.best_element () << std :: endl ;
+  
+   // run the algo
+   ea(pop);
+
+   // final solution
+  std :: cout << "[To] " << pop.best_element () << std :: endl ;
+  
+
+
+  // delete pointer
+  delete(crossover);
+
+  // that's all
+  return EXIT_SUCCESS;
+}
+
+
+
+void manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  _parser.getORcreateParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)1000, "maxGen", "Maximum number of generations.", 0, "Configuration", false);
+  _parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
+  _parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)100, "nbOffspring", "Number of offspring.", 0, "Configuration", false);
+  _parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.", 0, "Configuration", false);
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/tsp_EA b/contribution/trunk/tutos_META08/linux_32bits/EO_lesson1/tsp_EA
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/FlowShopEA b/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/FlowShopEA
new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/FlowShopEA.cpp b/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/FlowShopEA.cpp
new file mode 100755
index 000000000..54d365bb7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/FlowShopEA.cpp
@@ -0,0 +1,132 @@
+/*
+* <FlowShopEA.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+
+// moeo general include
+#include <moeo>
+// for the creation of an evaluator
+#include <make_eval_FlowShop.h>
+// for the creation of an initializer
+#include <make_genotype_FlowShop.h>
+// for the creation of the variation operators
+#include <make_op_FlowShop.h>
+// how to initialize the population
+#include <do/make_pop.h>
+// the stopping criterion
+#include <do/make_continue_moeo.h>
+// outputs (stats, population dumps, ...)
+#include <do/make_checkpoint_moeo.h>
+// evolution engine (selection and replacement)
+#include <do/make_ea_moeo.h>
+// simple call to the algo
+#include <do/make_run.h>
+// checks for help demand, and writes the status file and make_help; in libutils
+void make_help(eoParser & _parser);
+// definition of the representation
+#include <FlowShop.h>
+
+
+using namespace std;
+
+
+int main(int argc, char* argv[])
+{
+  try
+    {
+
+      eoParser parser(argc, argv);  // for user-parameter reading
+      eoState state;                // to keep all things allocated
+
+
+      /*** the representation-dependent things ***/
+
+      // The evaluation
+      eoEvalFuncCounter<FlowShop>& eval = do_make_eval(parser, state);
+      // the genotype (through a genotype initializer)
+      eoInit<FlowShop>& init = do_make_genotype(parser, state);
+      // the variation operators
+      eoGenOp<FlowShop>& op = do_make_op(parser, state);
+
+
+      /*** the representation-independent things ***/
+
+      // initialization of the population
+      eoPop<FlowShop>& pop = do_make_pop(parser, state, init);
+      // definition of the archive
+      moeoArchive<FlowShop> arch;
+      // stopping criteria
+      eoContinue<FlowShop>& term = do_make_continue_moeo(parser, state, eval);
+      // output
+      eoCheckPoint<FlowShop>& checkpoint = do_make_checkpoint_moeo(parser, state, eval, term, pop, arch);
+      // algorithm
+      eoAlgo<FlowShop>& algo = do_make_ea_moeo(parser, state, eval, checkpoint, op, arch);
+
+
+      /*** Go ! ***/
+
+      // help ?
+      make_help(parser);
+
+      // first evalution (for printing)
+      apply<FlowShop>(eval, pop);
+
+      // printing of the initial population
+      cout << "Initial Population\n";
+      pop.sortedPrintOn(cout);
+      cout << endl;
+
+      // run the algo
+      algo(pop);
+
+      // printing of the final population
+      cout << "Final Population\n";
+      pop.sortedPrintOn(cout);
+      cout << endl;
+
+      // printing of the final archive
+      cout << "Final Archive\n";
+      arch.sortedPrintOn(cout);
+      cout << endl;
+
+
+    }
+  catch (exception& e)
+    {
+      cout << e.what() << endl;
+    }
+  return EXIT_SUCCESS;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/FlowShopEA.status b/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/FlowShopEA.status
new file mode 100755
index 000000000..8d8479f8e
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/FlowShopEA.status
@@ -0,0 +1,49 @@
+
+######                 General    ######
+# --help=0                                 # -h : Prints this message
+# --stopOnUnknownParam=1                   # Stop if unkown param entered
+# --seed=1224772186                        # -S : Random number seed
+
+######    Evolution Engine        ######
+--popSize=100                            # -P : Population Size
+--updateArch=1                           # Update the archive at each gen.
+--fitness=FastNonDominatedSorting        # -F : Fitness assignment scheme: Dummy, FastNonDominatedSorting or IndicatorBased
+--indicator=Epsilon                      # -i : Binary indicator for IndicatorBased: Epsilon, Hypervolume
+# --rho=1.1                                # reference point for the hypervolume indicator
+# --kappa=0.05                             # -k : Scaling factor kappa for IndicatorBased
+--diversity=Crowding                     # -D : Diversity assignment scheme: Dummy, Sharing(nicheSize) or Crowding
+--comparator=FitnessThenDiversity        # -c : Comparator scheme: FitnessThenDiversity, DiversityThenFitness or Aggregative
+--selection=DetTour(2)                   # -S : Selection scheme: DetTour(T), StochTour(t) or Random
+--replacement=Elitist                    # -R : Replacement scheme: Elitist, Environmental or Generational
+--nbOffspring=100%                       # -O : Number of offspring (percentage or absolute)
+
+######    Output                  ######
+--resDir=Res                             # Directory to store DISK outputs
+--eraseDir=1                             # erase files in dirName if any
+--printPop=0                             # Print sorted pop. every gen.
+--storeArch=1                            # Store the archive's objective vectors at each gen.
+--contribution=0                         # Store the contribution of the archive at each gen.
+--entropy=0                              # Store the entropy of the archive at each gen.
+
+######    Persistence             ######
+# --Load=                                  # -L : A save file to restart from
+# --recomputeFitness=0                     # -r : Recompute the fitness after re-loading the pop.?
+# --saveFrequency=0                        # Save every F generation (0 = only final state, absent = never)
+# --saveTimeInterval=0                     # Save every T seconds (0 or absent = never)
+# --status=./FlowShopEA.status             # Status file
+
+######    Representation          ######
+--BenchmarkFile=../flowshop/benchs/020_10_01.txt # -B : Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks) REQUIRED 
+
+######    Stopping criterion      ######
+--maxGen=100                             # -G : Maximum number of generations (0 = none)
+--maxEval=0                              # -E : Maximum number of evaluations (0 = none)
+--maxTime=0                              # -T : Maximum running time in seconds (0 = none)
+# --CtrlC=1                                # -C : Terminate current generation upon Ctrl C
+
+######    Variation Operators     ######
+--crossRate=1                            # Relative rate for the only crossover
+--shiftMutRate=0.5                       # Relative rate for shift mutation
+--exchangeMutRate=0.5                    # Relative rate for exchange mutation
+--pCross=0.25                            # -c : Probability of Crossover
+--pMut=0.35                              # -m : Probability of Mutation
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/Res/arch b/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/Res/arch
new file mode 100755
index 000000000..506cfe84e
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/Res/arch
@@ -0,0 +1,3 @@
+1637	2875	
+1670	2653	
+1634	3244	
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/param b/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/param
new file mode 100755
index 000000000..3b07a9208
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MOEO_lesson/param
@@ -0,0 +1,33 @@
+######    Evolution Engine        ######
+--popSize=100                              # -P : Population Size
+--updateArch=1                             # Update the archive at each gen.
+--fitness=FastNonDominatedSorting          # -F : Fitness assignment scheme: Dummy, FastNonDominatedSorting or IndicatorBased
+--indicator=Epsilon                        # -i : Binary indicator for IndicatorBased: Epsilon, Hypervolume
+--diversity=Crowding                       # -D : Diversity assignment scheme: Dummy, Sharing(nicheSize) or Crowding
+--comparator=FitnessThenDiversity          # -C : Comparator scheme: FitnessThenDiversity, DiversityThenFitness or Aggregative
+--selection=DetTour(2)                     # -S : Selection scheme: DetTour(T), StochTour(t) or Random
+--replacement=Elitist                      # -R : Replacement scheme: Elitist, Environmental or Generational
+--nbOffspring=100%                         # -O : Number of offspring (percentage or absolute)
+
+######    Output                  ######
+--resDir=Res                               # Directory to store DISK outputs
+--eraseDir=1                               # erase files in dirName if any
+--printPop=0                               # Print sorted pop. every gen.
+--storeArch=1                              # Store the archive's objective vectors at each gen.
+--contribution=0                           # Store the contribution of the archive at each gen.
+--entropy=0                                # Store the entropy of the archive at each gen.
+
+######    Representation          ######
+--BenchmarkFile=../flowshop/benchs/020_10_01.txt  # -B : Benchmark file name REQUIRED
+
+######    Stopping criterion      ######
+--maxGen=100                               # -G : Maximum number of generations (0 = none)
+--maxEval=0                                # -E : Maximum number of evaluations (0 = none)
+--maxTime=0                                # -T : Maximum running time in seconds (0 = none)
+
+######    Variation Operators     ######
+--crossRate=1                              # Relative rate for the only crossover
+--shiftMutRate=0.5                         # Relative rate for shift mutation
+--exchangeMutRate=0.5                      # Relative rate for exchange mutation
+--pCross=0.25                              # -c : Probability of Crossover
+--pMut=0.35                                # -m : Probability of Mutation
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/current_param b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/current_param
new file mode 100755
index 000000000..8a54bc56f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/current_param
@@ -0,0 +1,9 @@
+
+######                 General    ######
+# --help=0                                 # -h : Prints this message
+# --stopOnUnknownParam=1                   # Stop if unkown param entered
+
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+# --seed=1224772221                        # Seed for rand.
+--selectionType=Best                     # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/hill_climbing b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/hill_climbing
new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/hill_climbing.cpp b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/hill_climbing.cpp
new file mode 100755
index 000000000..88fd13fdb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/hill_climbing.cpp
@@ -0,0 +1,134 @@
+/*
+  <hill_climbing.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, selectionType;
+  unsigned int seed;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  selectionType=parser.getParamWithLongName("selectionType")->getValue();
+
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moMoveSelect<TwoOpt>* two_opt_selection;
+
+  if(selectionType.compare("Best")==0)
+    {
+      two_opt_selection= new moBestImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("First")==0)
+    {
+      two_opt_selection= new moFirstImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("Random")==0)
+    {
+      two_opt_selection= new moRandImprSelect<TwoOpt>();
+    }
+  else
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the type of selection '"+selectionType+"' is not correct.");
+    }
+
+  moHC <TwoOpt> hill_climbing (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation, 
+			       *two_opt_selection, full_evaluation);
+  hill_climbing (solution) ;
+  
+  std :: cout << "[To] " << solution << std :: endl;
+  
+  delete(two_opt_selection);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+  
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Best"), "selectionType", "Type of the selection: 'Best', 'First' or 'Random'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/param b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/param
new file mode 100755
index 000000000..6340accbe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson1/param
@@ -0,0 +1,3 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp  # Path to the instance.
+--selectionType=Best                       # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/current_param b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/current_param
new file mode 100755
index 000000000..996d248fa
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/current_param
@@ -0,0 +1,11 @@
+
+######                 General    ######
+# --help=0                                 # -h : Prints this message
+# --stopOnUnknownParam=1                   # Stop if unkown param entered
+
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+# --seed=1224772237                        # Seed for rand.
+--tabuListSize=10                        # Size of the tabu list.
+--maxIter=1000                           # Maximum number of iterations.
+--tabuListType=TwoOpt                    # Type of the tabu list: 'TwoOpt', 'SimpleMove' or 'SimpleSolution'.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/param b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/param
new file mode 100755
index 000000000..e11757ccf
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/param
@@ -0,0 +1,5 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance
+--tabuListSize=10                        # Size of the tabu list
+--maxIter=1000                           # Maximum number of iterations
+--tabuListType=TwoOpt                    # Type of the tabu list: 'TwoOpt', 'SimpleMove' or 'SimpleSolution'
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/tabu_search b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/tabu_search
new file mode 100755
index 0000000000000000000000000000000000000000..2083468438ceba6c79a4c8d6abe0b2ceb72cc0c9
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/tabu_search.cpp b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/tabu_search.cpp
new file mode 100755
index 000000000..0588fd674
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson2/tabu_search.cpp
@@ -0,0 +1,145 @@
+/*
+  <tabu_search.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, value;
+  unsigned int seed, maxIterations, tabuListSize;
+
+  eoParser parser(_argc, _argv); 
+  
+  manage_configuration_file(parser);
+  
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+  tabuListSize=atoi( (parser.getParamWithLongName("tabuListSize")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  value=parser.getParamWithLongName("tabuListType")->getValue();
+  
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer(solution);
+
+  RouteEval full_evaluation;
+  full_evaluation(solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moTabuList<TwoOpt> *tabuList;
+
+  if(value.compare("TwoOpt")==0)
+    {
+      tabuList=new TwoOptTabuList();
+    }
+  else if (value.compare("SimpleMove")==0)
+    {
+      tabuList=new moSimpleMoveTabuList<TwoOpt>(tabuListSize);
+    }
+  else if (value.compare("SimpleSolution")==0)
+    {
+      tabuList=new moSimpleSolutionTabuList<TwoOpt>(tabuListSize);
+    }
+  else
+    {
+      throw std::runtime_error("[tabu_search.cpp]: the type of tabu list '"+value+"' is not correct.");
+    }
+
+  moNoAspirCrit <TwoOpt> aspiration_criterion;
+
+  moGenSolContinue <Route> continu (maxIterations);
+  
+  moTS <TwoOpt> tabu_search (two_opt_initializer, two_opt_next_move_generator, 
+			     two_opt_incremental_evaluation, *tabuList, aspiration_criterion, continu, full_evaluation);
+  tabu_search(solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  delete(tabuList);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)10, "tabuListSize", "Size of the tabu list.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("TwoOpt"), "tabuListType", "Type of the tabu list: 'TwoOpt', 'SimpleMove' or 'SimpleSolution'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tabu_search.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/current_param b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/current_param
new file mode 100755
index 000000000..f667d7767
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/current_param
@@ -0,0 +1,14 @@
+
+######                 General    ######
+# --help=0                                 # -h : Prints this message
+# --stopOnUnknownParam=1                   # Stop if unkown param entered
+
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+# --seed=1224772252                        # Seed for rand.
+--maxIter=1000                           # Maximum number of iterations.
+--initialTemp=1000                       # Initial temperature.
+--threshold=0.1                          # Minimum temperature allowed.
+--expoRatio=0.98                         # Ratio used if exponential cooling schedule is chosen.
+--lineaRatio=0.5                         # Ratio used if linear cooling schedule is chosen.
+--coolSchedType=Expo                     # Type the cooling schedule: 'Expo' or 'Linear'.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/param b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/param
new file mode 100755
index 000000000..e780ee1a7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/param
@@ -0,0 +1,8 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--maxIter=1000                           # Maximum number of iterations.
+--initialTemp=1000                       # Initial temperature.
+--threshold=0.1                          # Minimum temperature allowed.
+--expoRatio=0.98                         # Ratio used if exponential cooling schedule is chosen.
+--lineaRatio=0.5                         # Ratio used if linear cooling schedule is chosen.
+--coolSchedType=Expo                     # Type the cooling schedule: 'Expo' or 'Linear'.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/simulated_annealing b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/simulated_annealing
new file mode 100755
index 0000000000000000000000000000000000000000..ad75b1f29fe69ff160fd9c2e235619105d579073
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/simulated_annealing.cpp b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/simulated_annealing.cpp
new file mode 100755
index 000000000..4c5b36375
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson3/simulated_annealing.cpp
@@ -0,0 +1,148 @@
+/*
+  <simulated_annealing.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, value;
+  unsigned int seed, maxIterations;
+  double threshold, exponentialRatio, linearRatio, initialTemperature;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+  initialTemperature=atof( (parser.getParamWithLongName("initialTemp")->getValue()).c_str() );
+  threshold=atof( (parser.getParamWithLongName("threshold")->getValue()).c_str() );
+  exponentialRatio=atof( (parser.getParamWithLongName("expoRatio")->getValue()).c_str() );
+  linearRatio=atof( (parser.getParamWithLongName("lineaRatio")->getValue()).c_str() );
+  value=parser.getParamWithLongName("coolSchedType")->getValue();
+
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptRand two_opt_random_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  TwoOpt move;
+
+  moCoolingSchedule* coolingSchedule;
+
+  if(value.compare("Expo")==0)
+    {
+      coolingSchedule=new moExponentialCoolingSchedule(threshold, exponentialRatio);
+    }
+  else if (value.compare("Linear")==0)
+    {
+      coolingSchedule=new moLinearCoolingSchedule(threshold, linearRatio);
+    }
+  else
+    {
+      throw std::runtime_error("[simulated_annealing.cpp]: the type of cooling schedule '"+value+"' is not correct.");
+    }
+
+  moGenSolContinue <Route> continu (maxIterations);
+
+  moSA <TwoOpt> simulated_annealing (two_opt_random_move_generator, two_opt_incremental_evaluation,
+				     continu, initialTemperature, *coolingSchedule, full_evaluation);
+  simulated_annealing (solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  delete(coolingSchedule);
+
+  return EXIT_SUCCESS ;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)1000, "initialTemp", "Initial temperature.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.1, "threshold", "Minimum temperature allowed.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.98, "expoRatio", "Ratio used if exponential cooling schedule is chosen.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.5, "lineaRatio", "Ratio used if linear cooling schedule is chosen.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Expo"), "coolSchedType", "Type the cooling schedule: 'Expo' or 'Linear'.", 
+			   0, "Configuration", false);
+  
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[simulated_annealing.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/current_param b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/current_param
new file mode 100755
index 000000000..d3ad30840
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/current_param
@@ -0,0 +1,9 @@
+
+######                 General    ######
+# --help=0                                 # -h : Prints this message
+# --stopOnUnknownParam=1                   # Stop if unkown param entered
+
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+# --seed=1224772265                        # Seed for rand.
+--maxIter=1000                           # Maximum number of iterations.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/iterated_local_search b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/iterated_local_search
new file mode 100755
index 0000000000000000000000000000000000000000..ea783e177991476f3eb1207cd671e147aa4f4754
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/iterated_local_search.cpp b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/iterated_local_search.cpp
new file mode 100755
index 000000000..4e32d4b8f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/iterated_local_search.cpp
@@ -0,0 +1,117 @@
+/*
+  <iterated_local_search.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath;
+  unsigned int seed, maxIterations;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+
+  srand(seed);
+  Graph::load (instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moBestImprSelect <TwoOpt> two_opt_selection;
+
+  moGenSolContinue <Route> continu(maxIterations);
+
+  moFitComparator<Route> comparator;
+
+  CitySwap perturbation;
+
+  moILS<TwoOpt> iterated_local_search (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation,
+				       two_opt_selection, continu, comparator, perturbation, full_evaluation) ;
+  iterated_local_search(solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[iterated_local_search.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/param b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/param
new file mode 100755
index 000000000..a74405dfe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/MO_lesson4/param
@@ -0,0 +1,3 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--maxIter=1000                           # Maximum number of iterations.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_05_01.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_05_01.txt
new file mode 100755
index 000000000..2c2f78d86
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_05_01.txt
@@ -0,0 +1,63 @@
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_05_02.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_05_02.txt
new file mode 100755
index 000000000..c82c2d033
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_05_02.txt
@@ -0,0 +1,63 @@
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_10_01.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_10_01.txt
new file mode 100755
index 000000000..96bca095d
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_10_01.txt
@@ -0,0 +1,63 @@
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_10_02.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_10_02.txt
new file mode 100755
index 000000000..bf23361f5
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_10_02.txt
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_20_01.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/020_20_01.txt
new file mode 100755
index 000000000..2ef8f0bee
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/050_05_01.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/050_05_01.txt
new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/050_10_01.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/050_10_01.txt
new file mode 100755
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new file mode 100755
index 000000000..23ccddab3
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/100_05_01.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/100_05_01.txt
new file mode 100755
index 000000000..f0d8d9b38
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/100_10_01.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/100_10_01.txt
new file mode 100755
index 000000000..480d6be62
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/100_20_01.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/100_20_01.txt
new file mode 100755
index 000000000..f063c0f7c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/100_20_01.txt
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/200_10_01.txt b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/200_10_01.txt
new file mode 100755
index 000000000..d1bccf9b0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/200_10_01.txt
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/README b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/README
new file mode 100755
index 000000000..7f3c69274
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/benchs/README
@@ -0,0 +1 @@
+Further benchmarks for the bi-objective flow-shop scheduling problem are available at http://www.lifl.fr/~liefooga/benchmarks/
\ No newline at end of file
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShop.cpp b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShop.cpp
new file mode 100755
index 000000000..0bf5dfe89
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShop.cpp
@@ -0,0 +1,43 @@
+/*
+* <FlowShop.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShop.h>
+
+std::string FlowShop::className() const
+  {
+    return "FlowShop";
+  }
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShop.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShop.h
new file mode 100755
index 000000000..993f901d8
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShop.h
@@ -0,0 +1,58 @@
+/*
+* <FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOP_H_
+#define FLOWSHOP_H_
+
+#include <core/moeoVector.h>
+#include <FlowShopObjectiveVector.h>
+
+/**
+ *  Structure of the genotype for the flow-shop scheduling problem: a vector of unsigned int int.
+ */
+class FlowShop: public moeoVector < FlowShopObjectiveVector , double , double , unsigned int >
+  {
+  public:
+
+    /**
+     * class name
+     */
+    std::string className() const;
+
+  };
+
+#endif /*FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopBenchmarkParser.cpp b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopBenchmarkParser.cpp
new file mode 100755
index 000000000..5a8b412b5
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopBenchmarkParser.cpp
@@ -0,0 +1,131 @@
+/*
+* <FlowShopBenchmarkParser.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <stdexcept>
+#include <FlowShopBenchmarkParser.h>
+
+FlowShopBenchmarkParser::FlowShopBenchmarkParser(const std::string _benchmarkFileName)
+{
+  init(_benchmarkFileName);
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getM()
+{
+  return M;
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getN()
+{
+  return N;
+}
+
+
+const std::vector< std::vector<unsigned int> > FlowShopBenchmarkParser::getP()
+{
+  return p;
+}
+
+
+const std::vector<unsigned int> FlowShopBenchmarkParser::getD()
+{
+  return d;
+}
+
+
+void FlowShopBenchmarkParser::printOn(std::ostream & _os) const
+  {
+    _os << "M=" << M << " N=" << N << std::endl;
+    _os << "*** processing times" << std::endl;
+    for (unsigned int i=0; i<M; i++)
+      {
+        for (unsigned int j=0; j<N; j++)
+          {
+            _os << p[i][j] << " ";
+          }
+        _os << std::endl;
+      }
+    _os << "*** due-dates" << std::endl;
+    for (unsigned int j=0; j<N; j++)
+      {
+        _os << d[j] << " ";
+      }
+    _os << std::endl << std::endl;
+  }
+
+
+void FlowShopBenchmarkParser::init(const std::string _benchmarkFileName)
+{
+  std::string buffer;
+  std::string::size_type start, end;
+  std::ifstream inputFile(_benchmarkFileName.data(), std::ios::in);
+  // opening of the benchmark file
+  if (! inputFile)
+    throw std::runtime_error("*** ERROR : Unable to open the benchmark file");
+  // number of jobs (N)
+  getline(inputFile, buffer, '\n');
+  N = atoi(buffer.data());
+  // number of machines M
+  getline(inputFile, buffer, '\n');
+  M = atoi(buffer.data());
+  // initial and current seeds (not used)
+  getline(inputFile, buffer, '\n');
+  // processing times and due-dates
+  p = std::vector< std::vector<unsigned int> > (M,N);
+  d = std::vector<unsigned int> (N);
+  // for each job...
+  for (unsigned int j=0 ; j<N ; j++)
+    {
+      // index of the job (<=> j)
+      getline(inputFile, buffer, '\n');
+      // due-date of the job j
+      getline(inputFile, buffer, '\n');
+      d[j] = atoi(buffer.data());
+      // processing times of the job j on each machine
+      getline(inputFile, buffer, '\n');
+      start = buffer.find_first_not_of(" ");
+      for (unsigned int i=0 ; i<M ; i++)
+        {
+          end = buffer.find_first_of(" ", start);
+          p[i][j] = atoi(buffer.substr(start, end-start).data());
+          start = buffer.find_first_not_of(" ", end);
+        }
+    }
+  // closing of the input file
+  inputFile.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopBenchmarkParser.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopBenchmarkParser.h
new file mode 100755
index 000000000..0dc767bb0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopBenchmarkParser.h
@@ -0,0 +1,109 @@
+/*
+* <FlowShopBenchmarkParser.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPBENCHMARKPARSER_H_
+#define FLOWSHOPBENCHMARKPARSER_H_
+
+#include <fstream>
+#include <string>
+#include <vector>
+
+/**
+ * Class to handle parameters of a flow-shop instance from a benchmark file
+ */
+class FlowShopBenchmarkParser
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    FlowShopBenchmarkParser(const std::string _benchmarkFileName);
+
+
+    /**
+     * the number of machines
+     */
+    const unsigned int getM();
+
+
+    /**
+     * the number of jobs
+     */
+    const unsigned int getN();
+
+
+    /**
+     * the processing times
+     */
+    const std::vector < std::vector < unsigned int > > getP();
+
+
+    /**
+     * the due-dates
+     */
+    const std::vector < unsigned int > getD();
+
+
+    /**
+     * printing...
+     */
+    void printOn(std::ostream & _os) const;
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector < std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * Initialisation of the parameters with the data contained in the benchmark file
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    void init(const std::string _benchmarkFileName);
+
+  };
+
+#endif /*FLOWSHOPBENCHMARKPARSER_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopEval.cpp b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopEval.cpp
new file mode 100755
index 000000000..08465a6f8
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopEval.cpp
@@ -0,0 +1,90 @@
+/*
+* <FlowShopEval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopEval.h>
+
+
+FlowShopEval::FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d) :
+    M(_M), N (_N), p(_p), d(_d)
+{}
+
+
+void FlowShopEval::operator()(FlowShop & _flowshop)
+{
+  FlowShopObjectiveVector objVector;
+  objVector[0] = makespan(_flowshop);
+  objVector[1] = tardiness(_flowshop);
+  _flowshop.objectiveVector(objVector);
+}
+
+
+
+double FlowShopEval::makespan(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  return C[M-1][_flowshop[N-1]];
+}
+
+
+double FlowShopEval::tardiness(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  // tardiness computation
+  unsigned int long sum = 0;
+  for (unsigned int j=0 ; j<N ; j++)
+    sum += (unsigned int) std::max (0, (int) (C[M-1][_flowshop[j]] - d[_flowshop[j]]));
+  return sum;
+}
+
+
+std::vector< std::vector<unsigned int> > FlowShopEval::completionTime(const FlowShop & _flowshop)
+{
+  std::vector< std::vector<unsigned int> > C(M,N);
+  C[0][_flowshop[0]] = p[0][_flowshop[0]];
+  for (unsigned int j=1; j<N; j++)
+    C[0][_flowshop[j]] = C[0][_flowshop[j-1]] + p[0][_flowshop[j]];
+  for (unsigned int i=1; i<M; i++)
+    C[i][_flowshop[0]] = C[i-1][_flowshop[0]] + p[i][_flowshop[0]];
+  for (unsigned int i=1; i<M; i++)
+    for (unsigned int j=1; j<N; j++)
+      C[i][_flowshop[j]] = std::max(C[i][_flowshop[j-1]], C[i-1][_flowshop[j]]) + p[i][_flowshop[j]];
+  return C;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopEval.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopEval.h
new file mode 100755
index 000000000..2eeb83678
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopEval.h
@@ -0,0 +1,104 @@
+/*
+* <FlowShopEval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPEVAL_H_
+#define FLOWSHOPEVAL_H_
+
+#include <vector>
+#include <core/moeoEvalFunc.h>
+#include <FlowShop.h>
+
+/**
+ * Evaluation of the objective vector a (multi-objective) FlowShop object
+ */
+class FlowShopEval : public moeoEvalFunc<FlowShop>
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _M the number of machines 
+     * @param _N the number of jobs to schedule
+     * @param _p the processing times
+     * @param _d the due dates
+     */
+    FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d);
+
+
+    /**
+     * computation of the multi-objective evaluation of a FlowShop object
+     * @param _flowshop the FlowShop object to evaluate
+     */
+    void operator()(FlowShop & _flowshop);
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector< std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * computation of the makespan
+     * @param _flowshop the genotype to evaluate
+     */
+    double makespan(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the tardiness
+     * @param _flowshop the genotype to evaluate
+     */
+    double tardiness(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the completion times of a scheduling (for each job on each machine)
+     * C[i][j] = completion of the jth job of the scheduling on the ith machine
+     * @param _flowshop the genotype to evaluate
+     */
+    std::vector< std::vector<unsigned int> > completionTime (const FlowShop & _flowshop);
+
+  };
+
+#endif /*FLOWSHOPEVAL_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopInit.cpp b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopInit.cpp
new file mode 100755
index 000000000..dde677384
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopInit.cpp
@@ -0,0 +1,64 @@
+/*
+* <FlowShopInit.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopInit.h>
+
+
+FlowShopInit::FlowShopInit(unsigned int _N) : N(_N)
+{}
+
+
+void FlowShopInit::operator()(FlowShop & _flowshop)
+{
+  // scheduling vector
+  std::vector<unsigned int> scheduling(N);
+  // initialisation of possible values
+  std::vector<unsigned int> possibles(N);
+  for (unsigned int i=0 ; i<N ; i++)
+    possibles[i] = i;
+  // random initialization
+  unsigned int rInd;     // random index
+  for (unsigned int i=0; i<N; i++)
+    {
+      rInd = (unsigned int) rng.uniform(N-i);
+      scheduling[i] = possibles[rInd];
+      possibles[rInd] = possibles[N-i-1];
+    }
+  _flowshop.resize(N);
+  _flowshop.value(scheduling);
+  _flowshop.invalidate();	   // IMPORTANT in case the _genotype is old
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopInit.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopInit.h
new file mode 100755
index 000000000..d21072453
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopInit.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopInit.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPINIT_H_
+#define FLOWSHOPINIT_H_
+
+#include <eoInit.h>
+#include <FlowShop.h>
+
+/**
+ *  Initialization of a random genotype built by the default constructor of the FlowShop class
+ */
+typedef eoInitPermutation<FlowShop> FlowShopInit;
+
+#endif /*FLOWSHOPINIT_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopObjectiveVector.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopObjectiveVector.h
new file mode 100755
index 000000000..65814085f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopObjectiveVector.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopObjectiveVector.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTOR_H_
+#define FLOWSHOPOBJECTIVEVECTOR_H_
+
+#include <core/moeoRealObjectiveVector.h>
+#include <FlowShopObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector for multi-objective flow-shop problems: a vector of doubles
+ */
+typedef moeoRealObjectiveVector < FlowShopObjectiveVectorTraits > FlowShopObjectiveVector;
+
+#endif /*FLOWSHOPOBJECTIVEVECTOR_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopObjectiveVectorTraits.cpp b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopObjectiveVectorTraits.cpp
new file mode 100755
index 000000000..08487e873
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopObjectiveVectorTraits.cpp
@@ -0,0 +1,57 @@
+/*
+* <FlowShopObjectiveVectorTraits.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopObjectiveVectorTraits.h>
+
+
+bool FlowShopObjectiveVectorTraits::minimizing (int _i)
+{
+  // minimizing both
+  return true;
+}
+
+bool FlowShopObjectiveVectorTraits::maximizing (int _i)
+{
+  // minimizing both
+  return false;
+}
+
+unsigned int FlowShopObjectiveVectorTraits::nObjectives ()
+{
+  // 2 objectives
+  return 2;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopObjectiveVectorTraits.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopObjectiveVectorTraits.h
new file mode 100755
index 000000000..b95d6f2ea
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopObjectiveVectorTraits.h
@@ -0,0 +1,71 @@
+/*
+* <FlowShopObjectiveVectorTraits.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+#define FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+
+#include <core/moeoObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector traits for multi-objective flow-shop problems
+ */
+class FlowShopObjectiveVectorTraits : public moeoObjectiveVectorTraits
+  {
+  public:
+
+    /**
+     * Returns true if the _ith objective have to be minimzed
+     * @param _i index of the objective
+     */
+    static bool minimizing (int _i);
+
+
+    /**
+     * Returns true if the _ith objective have to be maximzed
+     * @param _i index of the objective
+     */
+    static bool maximizing (int _i);
+
+
+    /**
+     * Returns the number of objectives
+     */
+    static unsigned int nObjectives ();
+
+  };
+
+#endif /*FLOWSHOPOBJECTIVEVECTORTRAITS_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpCrossoverQuad.cpp b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpCrossoverQuad.cpp
new file mode 100755
index 000000000..5b64c7e41
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpCrossoverQuad.cpp
@@ -0,0 +1,110 @@
+/*
+* <FlowShopOpCrossoverQuad.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopOpCrossoverQuad.h>
+
+
+std::string FlowShopOpCrossoverQuad::className() const
+  {
+    return "FlowShopOpCrossoverQuad";
+  }
+
+
+bool FlowShopOpCrossoverQuad::operator()(FlowShop & _flowshop1, FlowShop & _flowshop2)
+{
+  bool oneAtLeastIsModified;
+  // computation of the 2 random points
+  unsigned int point1, point2;
+  do
+    {
+      point1 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+      point2 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+    }
+  while (fabs((double) point1-point2) <= 2);
+  // computation of the offspring
+  FlowShop offspring1 = generateOffspring(_flowshop1, _flowshop2, point1, point2);
+  FlowShop offspring2 = generateOffspring(_flowshop2, _flowshop1, point1, point2);
+  // does at least one genotype has been modified ?
+  if ((_flowshop1 != offspring1) || (_flowshop2 != offspring2))
+    {
+      // update
+      _flowshop1.value(offspring1);
+      _flowshop2.value(offspring2);
+      // at least one genotype has been modified
+      oneAtLeastIsModified = true;
+    }
+  else
+    {
+      // no genotype has been modified
+      oneAtLeastIsModified = false;
+    }
+  // return 'true' if at least one genotype has been modified
+  return oneAtLeastIsModified;
+}
+
+
+FlowShop FlowShopOpCrossoverQuad::generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2)
+{
+  FlowShop result = _parent1;
+  std::vector<bool> taken_values(result.size(), false);
+  if (_point1 > _point2)
+    std::swap(_point1, _point2);
+  /* first parent */
+  for (unsigned int i=0 ; i<=_point1 ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  for (unsigned int i=_point2 ; i<result.size() ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  /* second parent */
+  unsigned int i = _point1+1;
+  unsigned int j = 0;
+  while (i<_point2 && j<_parent2.size())
+    {
+      if (! taken_values[_parent2[j]])
+        {
+          result[i] = _parent2[j];
+          i++;
+        }
+      j++;
+    }
+  return result;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpCrossoverQuad.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpCrossoverQuad.h
new file mode 100755
index 000000000..79fe70128
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpCrossoverQuad.h
@@ -0,0 +1,78 @@
+/*
+* <FlowShopOpCrossoverQuad.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPCROSSOVERQUAD_H_
+#define FLOWSHOPOPCROSSOVERQUAD_H_
+
+#include <eoOp.h>
+#include <FlowShop.h>
+
+/**
+ * Quadratic crossover operator for flow-shop (modify the both genotypes)
+ */
+class FlowShopOpCrossoverQuad : public eoQuadOp < FlowShop >
+  {
+  public:
+
+    /**
+     * the class name (used to display statistics)
+     */
+    std::string className() const;
+
+
+    /**
+     * eoQuad crossover - _flowshop1 and _flowshop2 are the (future) offspring, i.e. _copies_ of the parents
+     * @param _flowshop1 the first parent
+     * @param _flowshop2 the second parent
+     */
+    bool operator()(FlowShop & _flowshop1, FlowShop & _flowshop2);
+
+
+  private:
+
+    /**
+     * generation of an offspring by a 2 points crossover
+     * @param _parent1 the first parent
+     * @param _parent2 the second parent
+     * @param _point1 the first point
+     * @param _point2 the second point
+     */
+    FlowShop generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2);
+
+  };
+
+#endif /*FLOWSHOPOPCROSSOVERQUAD_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpMutationExchange.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpMutationExchange.h
new file mode 100755
index 000000000..51801d9d9
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpMutationExchange.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationExchange.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONEXCHANGE_H_
+#define FLOWSHOPOPMUTATIONEXCHANGE_H_
+
+#include <eoSwapMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Exchange mutation operator for the flow-shop
+ */
+typedef eoSwapMutation<FlowShop> FlowShopOpMutationExchange;
+
+#endif /*FLOWSHOPOPMUTATIONEXCHANGE_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpMutationShift.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpMutationShift.h
new file mode 100755
index 000000000..523bb88f0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/FlowShopOpMutationShift.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationShift.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONSHIFT_H_
+#define FLOWSHOPOPMUTATIONSHIFT_H_
+
+#include <eoShiftMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Shift mutation operator for flow-shop
+ */
+typedef eoShiftMutation<FlowShop> FlowShopOpMutationShift;
+
+#endif /*FLOWSHOPOPMUTATIONSHIFT_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/make_eval_FlowShop.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/make_eval_FlowShop.h
new file mode 100755
index 000000000..680615af7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/make_eval_FlowShop.h
@@ -0,0 +1,81 @@
+/*
+* <make_eval_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_EVAL_FLOWSHOP_H_
+#define MAKE_EVAL_FLOWSHOP_H_
+
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoEvalFuncCounter.h>
+#include <FlowShop.h>
+#include <FlowShopBenchmarkParser.h>
+#include <FlowShopEval.h>
+
+/*
+ * This function creates an eoEvalFuncCounter<eoFlowShop> that can later be used to evaluate an individual.
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoEvalFuncCounter<FlowShop> & do_make_eval(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks)", 'B',"Representation", true).value();
+  if (benchmarkFileName == "")
+    {
+      std::string stmp = "*** Missing name of the benchmark file\n";
+      stmp += "    Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+      stmp += "    Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+      throw std::runtime_error(stmp.c_str());
+    }
+  // reading of the parameters contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int M = fParser.getM();
+  unsigned int N = fParser.getN();
+  std::vector< std::vector<unsigned int> > p = fParser.getP();
+  std::vector<unsigned int> d = fParser.getD();
+  // build of the initializer (a pointer, stored in the eoState)
+  FlowShopEval* plainEval = new FlowShopEval(M, N, p, d);
+  // turn that object into an evaluation counter
+  eoEvalFuncCounter<FlowShop>* eval = new eoEvalFuncCounter<FlowShop> (* plainEval);
+  // store in state
+  _state.storeFunctor(eval);
+  // and return a reference
+  return *eval;
+}
+
+#endif /*MAKE_EVAL_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/make_genotype_FlowShop.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/make_genotype_FlowShop.h
new file mode 100755
index 000000000..5487a0f17
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/make_genotype_FlowShop.h
@@ -0,0 +1,74 @@
+/*
+* <make_genotype_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_GENOTYPE_FLOWSHOP_H_
+#define MAKE_GENOTYPE_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <FlowShop.h>
+#include <FlowShopInit.h>
+#include <FlowShopBenchmarkParser.h>
+
+/*
+ * This function creates an eoInit<eoFlowShop> that can later be used to initialize the population (see make_pop.h).
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoInit<FlowShop> & do_make_genotype(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks/)", 'B',"Representation", true).value();
+  if (benchmarkFileName == "")
+    {
+      std::string stmp = "*** Missing name of the benchmark file\n";
+      stmp += "   Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+      stmp += "   Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+      throw std::runtime_error(stmp.c_str());
+    }
+  // reading of number of jobs to schedule contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int N = fParser.getN();
+  // build of the initializer (a pointer, stored in the eoState)
+  eoInit<FlowShop>* init = new FlowShopInit(N);
+  // store in state
+  _state.storeFunctor(init);
+  // and return a reference
+  return *init;
+}
+
+#endif /*MAKE_GENOTYPE_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/make_op_FlowShop.h b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/make_op_FlowShop.h
new file mode 100755
index 000000000..4316f7f65
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/flowshop/src/make_op_FlowShop.h
@@ -0,0 +1,132 @@
+/*
+* <make_op_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_OP_FLOWSHOP_H_
+#define MAKE_OP_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoOp.h>
+#include <eoGenOp.h>
+#include <eoCloneOps.h>
+#include <eoOpContainer.h>
+#include <eoProportionalCombinedOp.h>
+#include <FlowShopOpCrossoverQuad.h>
+#include <FlowShopOpMutationShift.h>
+#include <FlowShopOpMutationExchange.h>
+
+/*
+ * This function builds the operators that will be applied to the eoFlowShop
+ * @param eoParameterLoader& _parser to get user parameters
+ * @param eoState& _state to store the memory
+ */
+eoGenOp<FlowShop> & do_make_op(eoParameterLoader& _parser, eoState& _state)
+{
+
+  /////////////////////////////
+  // Variation operators
+  ////////////////////////////
+
+  // the crossover
+  ////////////////
+
+  // a first crossover
+  eoQuadOp<FlowShop> *cross = new FlowShopOpCrossoverQuad;
+  // store in the state
+  _state.storeFunctor(cross);
+
+  // relative rate in the combination
+  double cross1Rate = _parser.createParam(1.0, "crossRate", "Relative rate for the only crossover", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedQuadOp<FlowShop> *propXover = new eoPropCombinedQuadOp<FlowShop>(*cross, cross1Rate);
+  // store in the state
+  _state.storeFunctor(propXover);
+
+
+  // the mutation
+  ///////////////
+
+  // a first mutation : the shift mutation
+  eoMonOp<FlowShop> *mut = new FlowShopOpMutationShift;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut1Rate = _parser.createParam(0.5, "shiftMutRate", "Relative rate for shift mutation", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedMonOp<FlowShop> *propMutation = new eoPropCombinedMonOp<FlowShop>(*mut, mut1Rate);
+  _state.storeFunctor(propMutation);
+
+  // a second mutation : the exchange mutation
+  mut = new FlowShopOpMutationExchange;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut2Rate = _parser.createParam(0.5, "exchangeMutRate", "Relative rate for exchange mutation", 0, "Variation Operators").value();
+  // addition of this one to the combined operator
+  propMutation -> add(*mut, mut2Rate);
+
+  // end of crossover and mutation definitions
+  ////////////////////////////////////////////
+
+  // First read the individual level parameters
+  eoValueParam<double>& pCrossParam = _parser.createParam(0.25, "pCross", "Probability of Crossover", 'c', "Variation Operators" );
+  // minimum check
+  if ( (pCrossParam.value() < 0) || (pCrossParam.value() > 1) )
+    throw std::runtime_error("Invalid pCross");
+
+  eoValueParam<double>& pMutParam = _parser.createParam(0.35, "pMut", "Probability of Mutation", 'm', "Variation Operators" );
+  // minimum check
+  if ( (pMutParam.value() < 0) || (pMutParam.value() > 1) )
+    throw std::runtime_error("Invalid pMut");
+
+  // the crossover - with probability pCross
+  eoProportionalOp<FlowShop> * propOp = new eoProportionalOp<FlowShop> ;
+  _state.storeFunctor(propOp);
+  eoQuadOp<FlowShop> *ptQuad = new eoQuadCloneOp<FlowShop>;
+  _state.storeFunctor(ptQuad);
+  propOp -> add(*propXover, pCrossParam.value()); // crossover, with proba pcross
+  propOp -> add(*ptQuad, 1-pCrossParam.value()); // nothing, with proba 1-pcross
+
+  // now the sequential
+  eoSequentialOp<FlowShop> *op = new eoSequentialOp<FlowShop>;
+  _state.storeFunctor(op);
+  op -> add(*propOp, 1.0);	 // always do combined crossover
+  op -> add(*propMutation, pMutParam.value()); // then mutation, with proba pmut
+
+  // return a reference
+  return *op;
+}
+
+#endif /*MAKE_OP_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/current_param b/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/current_param
new file mode 100755
index 000000000..3e4cb4887
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/current_param
@@ -0,0 +1,15 @@
+
+######                 General    ######
+# --help=0                                 # -h : Prints this message
+# --stopOnUnknownParam=1                   # Stop if unkown param entered
+
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+# --seed=1224772208                        # Seed for rand.
+--popSize=100                            # Size of the population.
+--maxGen=1000                            # Maximum number of generations.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation.
+--nbOffspring=100                        # Number of offspring.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
+--selectionType=Best                     # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/hybrid_ga b/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/hybrid_ga
new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/hybrid_ga.cpp b/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/hybrid_ga.cpp
new file mode 100755
index 000000000..68cd64450
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/hybrid_ga.cpp
@@ -0,0 +1,195 @@
+/* 
+* <tsp.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Thomas Legrand
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  unsigned int seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  std::string instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  unsigned int populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
+  unsigned int maxGen=atoi( (parser.getParamWithLongName("maxGen")->getValue()).c_str() );
+  double crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
+  double mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
+  unsigned int nbOffspring=atoi( (parser.getParamWithLongName("nbOffspring")->getValue()).c_str() );
+  std::string crossoverType=parser.getParamWithLongName("crossType")->getValue();
+  std::string selectionType=parser.getParamWithLongName("selectionType")->getValue();
+
+  // random number generator
+  srand (seed);
+
+  // load test instance
+  Graph::load(instancePath.c_str());
+
+  // the evaluation function
+  RouteEval full_evaluation ;
+  // the genotype (through a genotype initializer)
+  RouteInit init ;
+  // crossover
+  eoQuadOp <Route>*crossover;
+  if(crossoverType.compare("Partial")==0)
+  {
+      crossover=new PartialMappedXover();
+  }
+  else if (crossoverType.compare("Order")==0)
+  {
+      crossover=new OrderXover();
+  }
+  else if (crossoverType.compare("Edge")==0)
+  {
+      crossover=new EdgeXover();
+  }
+  else
+  {
+      throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
+  }
+
+  // mutation (hybridization)
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moMoveSelect<TwoOpt>* two_opt_selection;
+
+  if(selectionType.compare("Best")==0)
+    {
+      two_opt_selection= new moBestImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("First")==0)
+    {
+      two_opt_selection= new moFirstImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("Random")==0)
+    {
+      two_opt_selection= new moRandImprSelect<TwoOpt>();
+    }
+  else
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the type of selection '"+selectionType+"' is not correct.");
+    }
+
+  moHC <TwoOpt> hill_climbing_mutation (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation, 
+			       *two_opt_selection, full_evaluation);
+  
+  eoSGATransform <Route> transform (*crossover, crossoverRate, hill_climbing_mutation, mutationRate) ;  
+
+
+  /*** the representation-independent things ***/
+  
+  // initialization of the population
+  eoPop <Route> population (populationSize, init) ;
+  apply <Route> (full_evaluation, population) ;
+  // select
+  eoDetTournamentSelect <Route> select_one ;
+  eoSelectNumber <Route> select (select_one, nbOffspring) ;
+  // replace
+  eoGenerationalReplacement <Route> genReplace;
+  eoWeakElitistReplacement <Route> replace(genReplace);
+  // stopping criteria
+  eoGenContinue <Route> continu (maxGen) ;
+  // algorithm
+  eoEasyEA <Route> ea (continu, full_evaluation, select, transform, replace) ;
+
+
+
+  /*** Go ! ***/
+
+  // initial solution
+  std :: cout << "[From] " << population.best_element () << std :: endl ;
+  
+  // run the algo
+  ea(population);
+
+  // final solution
+  std :: cout << "[To] " << population.best_element () << std :: endl ;
+    
+  delete(crossover);
+  delete(two_opt_selection);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxGen", "Maximum number of generations.", 0, "Configuration", false);
+  
+  _parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
+  
+  _parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)100, "nbOffspring", "Number of offspring.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.", 
+			   0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Best"), "selectionType", "Type of the selection: 'Best', 'First' or 'Random'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/param b/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/param
new file mode 100755
index 000000000..f67b2e971
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/hybrid_lesson/param
@@ -0,0 +1,9 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--popSize=100                            # Size of the population.
+--maxGen=1000                           # Maximum number of iterations.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation.
+--nbOffspring=100                      # Number of selected parents.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
+--selectionType=Best                     # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/README b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/README
new file mode 100755
index 000000000..6a9fb5488
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/README
@@ -0,0 +1,93 @@
+All the instances in this directory come from the TSPLIB database. All the TSPLIB instances can be downloaded at this address:
+http://www.iwr.uni-heidelberg.de/groups/comopt/software/TSPLIB95/tsp/
+
+The accepted format is:
+
+NAME: instance_name
+TYPE: TSP
+COMMENT: comments about the instance
+DIMENSION: number of towns.
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+.
+.
+.
+.
+.
+.
+EOF
+
+Compatibility bugs with some TSPLIB instances (soon corrected):
+
+==> some instances have a space after a section title, for example "NAME :" instead of "NAME:".
+==> several instances have the "COMMENT:" section before the "TYPE:" section.
+==> several section are not yet implemented ("DISPLAY_DATA_TYPE:", ...).
+
+Already corrected bugs:
+
+==> some instances have several lines with the keyword "COMMENTS:"
+
+For instance, the Berlin52 instance:
+
+NAME: berlin52
+TYPE: TSP
+COMMENT: 52 locations in Berlin (Groetschel)
+DIMENSION: 52
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+4 945.0 685.0
+5 845.0 655.0
+6 880.0 660.0
+7 25.0 230.0
+8 525.0 1000.0
+9 580.0 1175.0
+10 650.0 1130.0
+11 1605.0 620.0 
+12 1220.0 580.0
+13 1465.0 200.0
+14 1530.0 5.0
+15 845.0 680.0
+16 725.0 370.0
+17 145.0 665.0
+18 415.0 635.0
+19 510.0 875.0  
+20 560.0 365.0
+21 300.0 465.0
+22 520.0 585.0
+23 480.0 415.0
+24 835.0 625.0
+25 975.0 580.0
+26 1215.0 245.0
+27 1320.0 315.0
+28 1250.0 400.0
+29 660.0 180.0
+30 410.0 250.0
+31 420.0 555.0
+32 575.0 665.0
+33 1150.0 1160.0
+34 700.0 580.0
+35 685.0 595.0
+36 685.0 610.0
+37 770.0 610.0
+38 795.0 645.0
+39 720.0 635.0
+40 760.0 650.0
+41 475.0 960.0
+42 95.0 260.0
+43 875.0 920.0
+44 700.0 500.0
+45 555.0 815.0
+46 830.0 485.0
+47 1170.0 65.0
+48 830.0 610.0
+49 605.0 625.0
+50 595.0 360.0
+51 1340.0 725.0
+52 1740.0 245.0
+EOF
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/berlin52.tsp b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/berlin52.tsp
new file mode 100755
index 000000000..6f3579180
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/berlin52.tsp
@@ -0,0 +1,60 @@
+NAME: berlin52
+TYPE: TSP
+COMMENT: 52 locations in Berlin (Groetschel)
+DIMENSION: 52
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+4 945.0 685.0
+5 845.0 655.0
+6 880.0 660.0
+7 25.0 230.0
+8 525.0 1000.0
+9 580.0 1175.0
+10 650.0 1130.0
+11 1605.0 620.0 
+12 1220.0 580.0
+13 1465.0 200.0
+14 1530.0 5.0
+15 845.0 680.0
+16 725.0 370.0
+17 145.0 665.0
+18 415.0 635.0
+19 510.0 875.0  
+20 560.0 365.0
+21 300.0 465.0
+22 520.0 585.0
+23 480.0 415.0
+24 835.0 625.0
+25 975.0 580.0
+26 1215.0 245.0
+27 1320.0 315.0
+28 1250.0 400.0
+29 660.0 180.0
+30 410.0 250.0
+31 420.0 555.0
+32 575.0 665.0
+33 1150.0 1160.0
+34 700.0 580.0
+35 685.0 595.0
+36 685.0 610.0
+37 770.0 610.0
+38 795.0 645.0
+39 720.0 635.0
+40 760.0 650.0
+41 475.0 960.0
+42 95.0 260.0
+43 875.0 920.0
+44 700.0 500.0
+45 555.0 815.0
+46 830.0 485.0
+47 1170.0 65.0
+48 830.0 610.0
+49 605.0 625.0
+50 595.0 360.0
+51 1340.0 725.0
+52 1740.0 245.0
+EOF
+
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/eil101.tsp b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/eil101.tsp
new file mode 100755
index 000000000..46ff3bcc6
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/eil101.tsp
@@ -0,0 +1,108 @@
+NAME: eil101
+TYPE: TSP
+COMMENT: 101-city problem (Christofides/Eilon)
+DIMENSION: 101
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 41 49
+2 35 17
+3 55 45
+4 55 20
+5 15 30
+6 25 30
+7 20 50
+8 10 43
+9 55 60
+10 30 60
+11 20 65
+12 50 35
+13 30 25
+14 15 10
+15 30 5
+16 10 20
+17 5 30
+18 20 40
+19 15 60
+20 45 65
+21 45 20
+22 45 10
+23 55 5
+24 65 35
+25 65 20
+26 45 30
+27 35 40
+28 41 37
+29 64 42
+30 40 60
+31 31 52
+32 35 69
+33 53 52
+34 65 55
+35 63 65
+36 2 60
+37 20 20
+38 5 5
+39 60 12
+40 40 25
+41 42 7
+42 24 12
+43 23 3
+44 11 14
+45 6 38
+46 2 48
+47 8 56
+48 13 52
+49 6 68
+50 47 47
+51 49 58
+52 27 43
+53 37 31
+54 57 29
+55 63 23
+56 53 12
+57 32 12
+58 36 26
+59 21 24
+60 17 34
+61 12 24
+62 24 58
+63 27 69
+64 15 77
+65 62 77
+66 49 73
+67 67 5
+68 56 39
+69 37 47
+70 37 56
+71 57 68
+72 47 16
+73 44 17
+74 46 13
+75 49 11
+76 49 42
+77 53 43
+78 61 52
+79 57 48
+80 56 37
+81 55 54
+82 15 47
+83 14 37
+84 11 31
+85 16 22
+86 4 18
+87 28 18
+88 26 52
+89 26 35
+90 31 67
+91 15 19
+92 22 22
+93 18 24
+94 26 27
+95 25 24
+96 22 27
+97 25 21
+98 19 21
+99 20 26
+100 18 18
+101 35 35
+EOF
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/eil51.tsp b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/eil51.tsp
new file mode 100755
index 000000000..543d1013c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/eil51.tsp
@@ -0,0 +1,58 @@
+NAME : eil51
+COMMENT : 51-city problem (Christofides/Eilon)
+TYPE : TSP
+DIMENSION : 51
+EDGE_WEIGHT_TYPE : EUC_2D
+NODE_COORD_SECTION
+1 37 52
+2 49 49
+3 52 64
+4 20 26
+5 40 30
+6 21 47
+7 17 63
+8 31 62
+9 52 33
+10 51 21
+11 42 41
+12 31 32
+13 5 25
+14 12 42
+15 36 16
+16 52 41
+17 27 23
+18 17 33
+19 13 13
+20 57 58
+21 62 42
+22 42 57
+23 16 57
+24 8 52
+25 7 38
+26 27 68
+27 30 48
+28 43 67
+29 58 48
+30 58 27
+31 37 69
+32 38 46
+33 46 10
+34 61 33
+35 62 63
+36 63 69
+37 32 22
+38 45 35
+39 59 15
+40 5 6
+41 10 17
+42 21 10
+43 5 64
+44 30 15
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+EOF
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/pr2392.tsp b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/pr2392.tsp
new file mode 100755
index 000000000..2cd96eff4
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/pr2392.tsp
@@ -0,0 +1,2399 @@
+NAME: pr2392
+TYPE: TSP
+COMMENT: 2392-city problem (Padberg/Rinaldi)
+DIMENSION: 2392
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
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+EOF
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/rl5915.tsp b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/rl5915.tsp
new file mode 100755
index 000000000..86f6a24fd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/rl5915.tsp
@@ -0,0 +1,5922 @@
+NAME: rl5915
+TYPE: TSP
+COMMENT: 5915-city TSP (Reinelt)
+DIMENSION: 5915
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
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diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/usa13509.tsp b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/usa13509.tsp
new file mode 100755
index 000000000..a03eef901
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/benchs/usa13509.tsp
@@ -0,0 +1,13519 @@
+NAME: usa13509
+TYPE: TSP
+COMMENT: Cities with population at least 500 in the continental US.
+COMMENT: Contributed by David Applegate and Andre Rohe, based on the
+COMMENT: data set "US.lat-long" from the ftp site ftp.cs.toronto.edu.
+COMMENT: The file US.lat-long.Z can be found in the directory /doc/geography.
+DIMENSION: 13509
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
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+EOF
\ No newline at end of file
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/city_swap.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/city_swap.cpp
new file mode 100755
index 000000000..e47a4e31b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/city_swap.cpp
@@ -0,0 +1,50 @@
+/*
+* <city_swap.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "city_swap.h"
+
+bool CitySwap :: operator () (Route & __route)
+{
+
+  std :: swap (__route [rng.random (__route.size ())],
+               __route [rng.random (__route.size ())]) ;
+
+  __route.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/city_swap.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/city_swap.h
new file mode 100755
index 000000000..eda897f0f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/city_swap.h
@@ -0,0 +1,55 @@
+/*
+* <city_swap.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef city_swap_h
+#define city_swap_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Its swaps two vertices
+    randomly choosen */
+class CitySwap : public eoMonOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/edge_xover.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/edge_xover.cpp
new file mode 100755
index 000000000..a8b6a8532
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/edge_xover.cpp
@@ -0,0 +1,169 @@
+/*
+* <edge_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+
+#include <utils/eoRNG.h>
+
+#include "edge_xover.h"
+#include "route_valid.h"
+
+#define MAXINT 1000000
+
+void
+EdgeXover :: build_map (const Route & __par1, const Route & __par2)
+{
+
+  unsigned int len = __par1.size () ;
+
+  /* Initialization */
+  _map.clear () ;
+  _map.resize (len) ;
+
+  for (unsigned int i = 0 ; i < len ; i ++)
+    {
+      _map [__par1 [i]].insert (__par1 [(i + 1) % len]) ;
+      _map [__par2 [i]].insert (__par2 [(i + 1) % len]) ;
+      _map [__par1 [i]].insert (__par1 [(i - 1 + len) % len]) ;
+      _map [__par2 [i]].insert (__par2 [(i - 1 + len) % len]) ;
+    }
+
+  visited.clear () ;
+  visited.resize (len, false) ;
+}
+
+void
+EdgeXover :: remove_entry (unsigned int __vertex, std :: vector <std :: set <unsigned int> > & __map)
+  {
+
+    std :: set <unsigned int> & neigh = __map [__vertex] ;
+
+    for (std :: set <unsigned int> :: iterator it = neigh.begin () ; it != neigh.end () ; it ++)
+        {
+          __map [* it].erase (__vertex) ;
+        }
+
+  }
+
+void
+EdgeXover :: add_vertex (unsigned int __vertex, Route & __child)
+{
+  visited [__vertex] = true ;
+  __child.push_back (__vertex) ;
+  remove_entry (__vertex, _map) ; /* Removing entries */
+}
+
+void
+EdgeXover :: cross (const Route & __par1, const Route & __par2, Route & __child)
+{
+
+  build_map (__par1, __par2) ;
+
+  unsigned int len = __par1.size () ;
+
+  /* Go ! */
+  __child.clear () ;
+
+  unsigned int cur_vertex = rng.random (len) ;
+
+  add_vertex (cur_vertex, __child) ;
+
+  for (unsigned int i = 1 ; i < len ; i ++)
+    {
+
+      unsigned int len_min_entry = MAXINT ;
+
+      std :: set <unsigned int> & neigh = _map [cur_vertex] ;
+
+      for (std :: set <unsigned int> :: iterator it = neigh.begin () ; it != neigh.end () ; it ++)
+          {
+            unsigned int l = _map [* it].size () ;
+            if (len_min_entry > l)
+              {
+                len_min_entry = l ;
+              }
+          }
+
+      std :: vector <unsigned int> cand ; /* Candidates */
+
+      for (std :: set <unsigned> :: iterator it = neigh.begin () ; it != neigh.end () ;  it ++)
+          {
+            unsigned int l = _map [* it].size () ;
+            if (len_min_entry == l)
+              {
+                cand.push_back (* it) ;
+              }
+          }
+
+      if (! cand.size ())
+        {
+
+          /* Oh no ! Implicit mutation */
+          for (unsigned int j = 0 ; j < len ; j ++)
+            {
+              if (! visited [j])
+                {
+                  cand.push_back (j) ;
+                }
+            }
+        }
+
+      cur_vertex = cand [rng.random (cand.size ())] ;
+
+      add_vertex (cur_vertex, __child) ;
+    }
+}
+
+bool
+EdgeXover :: operator () (Route & __route1, Route & __route2)
+{
+
+  // Init. copy
+  Route par [2] ;
+  par [0] = __route1 ;
+  par [1] = __route2 ;
+
+  cross (par [0], par [1], __route1) ;
+  cross (par [1], par [0], __route2) ;
+
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/edge_xover.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/edge_xover.h
new file mode 100755
index 000000000..3e97d6d48
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/edge_xover.h
@@ -0,0 +1,72 @@
+/*
+* <edge_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef edge_xover_h
+#define edge_xover_h
+
+#include <vector>
+#include <set>
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Edge Crossover */
+class EdgeXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void cross (const Route & __par1, const Route & __par2, Route & __child) ; /* Binary */
+
+    void remove_entry (unsigned int __vertex, std :: vector <std :: set <unsigned> > & __map) ;
+    /* Updating the map of entries */
+
+    void build_map (const Route & __par1, const Route & __par2) ;
+
+    void add_vertex (unsigned int __vertex, Route & __child) ;
+
+    std :: vector <std :: set <unsigned int> > _map ; /* The handled map */
+
+    std :: vector <bool> visited ; /* Vertices that are already visited */
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/graph.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/graph.cpp
new file mode 100755
index 000000000..412b9263a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/graph.cpp
@@ -0,0 +1,207 @@
+/*
+* <graph.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "graph.h"
+
+using std::cout;
+using std::endl;
+
+namespace Graph
+  {
+
+  static std :: vector <std :: pair <double, double> > vectCoord ; // Coordinates
+
+  static std :: vector <std :: vector <unsigned int> > dist ; // Distances Mat.
+
+  unsigned size ()
+  {
+    return dist.size () ;
+  }
+
+  void computeDistances ()
+  {
+
+    // Dim.
+    unsigned int numCities = vectCoord.size () ;
+    dist.resize (numCities) ;
+    for (unsigned int i = 0 ; i < dist.size () ; i ++)
+      {
+        dist [i].resize (numCities) ;
+      }
+
+    // Computations.
+    for (unsigned int i = 0 ; i < dist.size () ; i ++)
+      {
+        for (unsigned int j = i + 1 ; j < dist.size () ; j ++)
+          {
+            double distX = (double)(vectCoord [i].first - vectCoord [j].first) ;
+            double distY = (double)(vectCoord [i].second - vectCoord [j].second) ;
+            dist [i] [j] = dist [j] [i] = (unsigned int) (sqrt ((float) (distX * distX + distY * distY)) + 0.5) ;
+          }
+      }
+  }
+
+  void load (const char * _fileName)
+  {
+    unsigned int i, dimension;
+
+    std::string string_read, buffer;
+
+    std :: ifstream file (_fileName) ;
+
+    cout << endl << "\tLoading [" << _fileName << "]" << endl << endl;
+
+    if( file.is_open() )
+      {
+	// Read NAME:
+	file >> string_read;
+	if (string_read.compare("NAME:")!=0)
+	  {
+	    cout << "ERROR: \'NAME:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read instance name
+	file >> string_read;
+	cout << "\t\tInstance Name             = " << string_read << endl;
+	// Read TYPE:
+	file >> string_read;
+	if (string_read.compare("TYPE:")!=0)
+	  {
+	    cout << "ERROR: \'TYPE:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read instance type;
+	file >> string_read;
+	cout << "\t\tInstance type             = " << string_read << endl;
+	if (string_read.compare("TSP")!=0)
+	  {
+	    cout << "ERROR: only TSP type instance can be loaded" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read COMMENT:
+	file >> string_read;
+	if (string_read.compare("COMMENT:")!=0)
+	  {
+	    cout << "ERROR: \'COMMENT:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read comments
+	cout << "\t\tInstance comments         = ";
+	file >> string_read;
+	buffer = string_read+"_first";
+	while((string_read.compare("DIMENSION:")!=0) && (string_read.compare(buffer)!=0))
+	  {
+	    if(string_read.compare("COMMENT:")!=0)
+	      {
+		cout << string_read << " ";
+	      }
+	    else
+	      {
+		cout << endl << "\t                     ";
+	      }
+	    buffer = string_read;
+	    file >> string_read;
+	  }
+
+	cout << endl;
+
+	// Read dimension;
+	file >> dimension ;
+        cout << "\t\tInstance dimension        = " << dimension << endl;
+	vectCoord.resize (dimension) ;
+
+	// Read EDGE_WEIGHT_TYPE
+	file >> string_read;
+	if (string_read.compare("EDGE_WEIGHT_TYPE:")!=0)
+	  {
+	    cout << "ERROR: \'EDGE_WEIGHT_TYPE:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read edge weight type
+	file >> string_read;
+	cout << "\t\tInstance edge weight type = " << string_read << endl;
+	if (string_read.compare("EUC_2D")!=0)
+	  {
+	    cout << "ERROR: only EUC_2D edge weight type instance can be loaded" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read NODE_COORD_SECTION
+	file >> string_read;
+	if (string_read.compare("NODE_COORD_SECTION")!=0)
+	  {
+	    cout << "ERROR: \'NODE_COORD_SECTION\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read coordonates.
+	for(i=0;i<dimension;i++)
+	  {
+	    // Read index
+	    file >> string_read;
+	    //Read Coordinate
+	    file >> vectCoord [i].first >> vectCoord [i].second ;
+	  }
+
+	// Read EOF
+	file >> string_read;
+	if(string_read.compare("EOF")!=0)
+	  {
+	    cout << "ERROR: \'EOF\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	cout << endl;
+	
+	file.close () ;
+
+        computeDistances () ;
+      }
+    else
+      {
+        cout << _fileName << " does not exist !!!" << endl ;
+        exit(EXIT_FAILURE) ;
+      }
+  }
+
+  float distance (unsigned int _from, unsigned int _to)
+  {
+    return (float)(dist [_from] [_to]) ;
+  }
+}
+
+
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/graph.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/graph.h
new file mode 100755
index 000000000..eb53ade4c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/graph.h
@@ -0,0 +1,60 @@
+/*
+* <graph.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef graph_h
+#define graph_h
+
+#include <string>
+#include <vector>
+#include <utility>
+#include <fstream>
+#include <iostream>
+#include <math.h>
+
+
+namespace Graph
+{
+  void load (const char * _file_name) ;
+  /* Loading cities
+     (expressed by their coordinates)
+     from the given file name */
+  
+  float distance (unsigned int _from, unsigned int _to) ;
+  
+  unsigned int size () ; // How many cities ?
+}
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/mix.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/mix.h
new file mode 100755
index 000000000..fc570a939
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/mix.h
@@ -0,0 +1,50 @@
+/*
+* <mix.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef mix_h
+#define mix_h
+
+#include <utils/eoRNG.h>
+
+template <class T> void mix (std :: vector <T> & __vect)
+{
+  for (unsigned int i = 0 ; i < __vect.size () ; i ++)
+    {
+      std :: swap (__vect [i], __vect [rng.random (__vect.size ())]) ;
+    }
+}
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/order_xover.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/order_xover.cpp
new file mode 100755
index 000000000..9e2c1f408
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/order_xover.cpp
@@ -0,0 +1,119 @@
+/*
+* <order_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+#include <vector>
+
+#include <utils/eoRNG.h>
+
+#include "order_xover.h"
+#include "route_valid.h"
+
+void OrderXover :: cross (const Route & __par1, const Route & __par2, Route & __child)
+{
+
+  unsigned int cut = rng.random (__par1.size ()) ;
+
+  /* To store vertices that have
+     already been crossed */
+  std::vector<bool> v;
+  v.resize(__par1.size());
+
+  for (unsigned int i = 0 ; i < __par1.size () ; i ++)
+    {
+      v [i] = false ;
+    }
+
+  /* Copy of the left partial
+     route of the first parent */
+  for (unsigned int i = 0 ; i < cut ; i ++)
+    {
+      __child [i] = __par1 [i] ;
+      v [__par1 [i]] = true ;
+    }
+
+  /* Searching the vertex of the second path, that ended
+     the previous first one */
+  unsigned int from = 0 ;
+  for (unsigned int i = 0 ; i < __par2.size () ; i ++)
+    {
+      if (__par2 [i] == __child [cut - 1])
+        {
+          from = i ;
+          break ;
+        }
+    }
+
+  /* Selecting a direction
+     Left or Right */
+  char direct = rng.flip () ? 1 : -1 ;
+
+  /* Copy of the left vertices from
+     the second parent path */
+  unsigned int l = cut ;
+
+  for (unsigned int i = 0 ; i < __par2.size () ; i ++)
+    {
+      unsigned int bidule /* :-) */ = (direct * i + from + __par2.size ()) % __par2.size () ;
+      if (! v [__par2 [bidule]])
+        {
+          __child [l ++] = __par2 [bidule] ;
+          v [__par2 [bidule]] = true ;
+        }
+    }
+
+  v.clear();
+}
+
+bool OrderXover :: operator () (Route & __route1, Route & __route2)
+{
+
+  // Init. copy
+  Route par [2] ;
+  par [0] = __route1 ;
+  par [1] = __route2 ;
+
+  cross (par [0], par [1], __route1) ;
+  cross (par [1], par [0], __route2) ;
+
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/order_xover.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/order_xover.h
new file mode 100755
index 000000000..924eb4dfd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/order_xover.h
@@ -0,0 +1,57 @@
+/*
+* <order_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef order_xover_h
+#define order_xover_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Order Crossover */
+class OrderXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void cross (const Route & __par1, const Route & __par2, Route & __child) ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_route_eval.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_route_eval.cpp
new file mode 100755
index 000000000..1639e002a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_route_eval.cpp
@@ -0,0 +1,53 @@
+/*
+* <part_route_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "part_route_eval.h"
+#include "graph.h"
+
+PartRouteEval :: PartRouteEval (float __from, float __to) : from (__from), to (__to)
+{}
+
+void PartRouteEval :: operator () (Route & __route)
+{
+  float len = 0 ;
+
+  for (unsigned int i = (unsigned int) (__route.size () * from) ; i < (unsigned int ) (__route.size () * to) ; i ++)
+    {
+      len += Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+    }
+
+  __route.fitness (len) ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_route_eval.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_route_eval.h
new file mode 100755
index 000000000..a92fad2ce
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_route_eval.h
@@ -0,0 +1,62 @@
+/*
+* <part_route_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_route_eval_h
+#define part_route_eval_h
+
+#include <eoEvalFunc.h>
+
+#include "route.h"
+
+/** Route Evaluator */
+class PartRouteEval : public eoEvalFunc <Route>
+  {
+
+  public :
+
+    /** Constructor */
+    PartRouteEval (float __from, float __to) ;
+
+    void operator () (Route & __route) ;
+
+  private :
+
+    float from, to ;
+
+  } ;
+
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_init.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_init.cpp
new file mode 100755
index 000000000..357b7ecbe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_init.cpp
@@ -0,0 +1,45 @@
+/*
+* <part_two_opt_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "part_two_opt_init.h"
+
+void PartTwoOptInit :: operator () (TwoOpt & __move, const Route & __route)
+{
+  __move.first = rng.random (__route.size () - 6) ;
+  __move.second = __move.first + 2 ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_init.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_init.h
new file mode 100755
index 000000000..490fe61bf
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_init.h
@@ -0,0 +1,54 @@
+/*
+* <part_two_opt_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_two_opt_init_h
+#define part_two_opt_init_h
+
+#include <moMoveInit.h>
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class PartTwoOptInit : public moMoveInit <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_next.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_next.cpp
new file mode 100755
index 000000000..f352c496e
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_next.cpp
@@ -0,0 +1,57 @@
+/*
+* <part_two_opt_next.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "part_two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & __move, const Route & __route)
+{
+  if (__move.first == Graph :: size () - 4 && __move.second == __move.first + 2)
+    {
+      return false ;
+    }
+  else
+    {
+      __move.second ++ ;
+      if (__move.second == Graph :: size () - 1)
+        {
+          __move.first ++ ;
+          __move.second = __move.first + 2 ;
+        }
+
+      return true ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_next.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_next.h
new file mode 100755
index 000000000..e2a0c05cc
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/part_two_opt_next.h
@@ -0,0 +1,53 @@
+/*
+* <part_two_opt_next.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_two_opt_next_h
+#define part_two_opt_next_h
+
+#include <moNextMove.h>
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class PartTwoOptNext : public moNextMove <TwoOpt>
+  {
+
+  public :
+
+    bool operator () (TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/partial_mapped_xover.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/partial_mapped_xover.cpp
new file mode 100755
index 000000000..ab92d2a3b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/partial_mapped_xover.cpp
@@ -0,0 +1,118 @@
+/*
+* <partial_mapped_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+
+#include <vector>
+
+#include <utils/eoRNG.h>
+
+#include "partial_mapped_xover.h"
+#include "route_valid.h"
+#include "mix.h"
+
+void PartialMappedXover :: repair (Route & __route, unsigned __cut1, unsigned __cut2)
+{
+
+  std::vector<unsigned int> v; // Number of times a cities are visited ...
+
+  v.resize(__route.size ());
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      v [i] = 0 ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      v [__route [i]] ++ ;
+    }
+
+  std :: vector <unsigned int> vert ;
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (! v [i])
+        {
+          vert.push_back (i) ;
+        }
+    }
+
+  mix (vert) ;
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (i < __cut1 || i >= __cut2)
+        {
+          if (v [__route [i]] > 1)
+            {
+              __route [i] = vert.back () ;
+              vert.pop_back () ;
+            }
+        }
+    }
+
+  v.clear();
+}
+
+bool PartialMappedXover :: operator () (Route & __route1, Route & __route2)
+{
+  unsigned int cut1 = rng.random (__route1.size ()), cut2 = rng.random (__route2.size ()) ;
+
+  if (cut2 < cut1)
+    {
+      std :: swap (cut1, cut2) ;
+    }
+
+  // Between the cuts
+  for (unsigned int i = cut1 ; i < cut2 ; i ++)
+    {
+      std :: swap (__route1 [i], __route2 [i]) ;
+    }
+
+  // Outside the cuts
+  repair (__route1, cut1, cut2) ;
+  repair (__route2, cut1, cut2) ;
+
+  // Debug
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/partial_mapped_xover.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/partial_mapped_xover.h
new file mode 100755
index 000000000..65c6474de
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/partial_mapped_xover.h
@@ -0,0 +1,57 @@
+/*
+* <partial_mapped_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef partial_mapped_xover_h
+#define partial_mapped_xover_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Partial Mapped Crossover */
+class PartialMappedXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void repair (Route & __route, unsigned __cut1, unsigned __cut2) ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route.h
new file mode 100755
index 000000000..ac9629cbb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route.h
@@ -0,0 +1,48 @@
+/*
+* <route.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_h
+#define route_h
+
+#include <eoVector.h>
+#include <eoScalarFitness.h>
+
+// A float that has to be minimized.
+typedef eoScalarFitness< float, std::greater<float> > tspFitness ;
+
+typedef eoVector <tspFitness, unsigned int> Route ; // [Fitness (length), Gene (city)]
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_eval.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_eval.cpp
new file mode 100755
index 000000000..abde85b99
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_eval.cpp
@@ -0,0 +1,51 @@
+/*
+* <route_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "route_eval.h"
+#include "graph.h"
+
+void RouteEval :: operator () (Route & __route)
+{
+
+  float len = 0.0 ;
+
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      len += Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+    }
+
+  __route.fitness (len) ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_eval.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_eval.h
new file mode 100755
index 000000000..474075cf0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_eval.h
@@ -0,0 +1,55 @@
+/*
+* <route_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_eval_h
+#define route_eval_h
+
+#include <eoEvalFunc.h>
+
+#include "route.h"
+
+/** Route Evaluator */
+class RouteEval : public eoEvalFunc <Route>
+  {
+
+  public :
+
+    void operator () (Route & __route) ;
+
+  } ;
+
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_init.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_init.cpp
new file mode 100755
index 000000000..09a2c40cb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_init.cpp
@@ -0,0 +1,63 @@
+/*
+* <route_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "route_init.h"
+#include "graph.h"
+
+void RouteInit :: operator () (Route & __route)
+{
+
+  // Init.
+  __route.clear () ;
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      __route.push_back (i) ;
+    }
+
+  // Swap. cities
+
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      //unsigned int j = rng.random (Graph :: size ()) ;
+
+      unsigned int j = (unsigned int) (Graph :: size () * (rand () / (RAND_MAX + 1.0))) ;
+      unsigned int city = __route [i] ;
+      __route [i] = __route [j] ;
+      __route [j] = city ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_init.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_init.h
new file mode 100755
index 000000000..466345c1b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_init.h
@@ -0,0 +1,53 @@
+/*
+* <route_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_init_h
+#define route_init_h
+
+#include <eoInit.h>
+
+#include "route.h"
+
+class RouteInit : public eoInit <Route>
+  {
+
+  public :
+
+    void operator () (Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_valid.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_valid.cpp
new file mode 100755
index 000000000..844cebf82
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_valid.cpp
@@ -0,0 +1,68 @@
+/*
+* <route_valid.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "route_valid.h"
+
+#include <vector>
+
+bool valid (Route & __route)
+{
+
+  std::vector<unsigned int> t;
+  t.resize(__route.size());
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      t [i] = 0 ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      t [__route [i]] ++ ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (t [i] != 1)
+        {
+          t.clear();
+          return false ;
+        }
+    }
+
+  t.clear();
+  return true ; // OK.
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_valid.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_valid.h
new file mode 100755
index 000000000..607728e8b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/route_valid.h
@@ -0,0 +1,44 @@
+/*
+* <route_valid.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_valid_h
+#define route_valid_h
+
+#include "route.h"
+
+bool valid (Route & __route) ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/tsp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/tsp
new file mode 100755
index 000000000..adf8189ca
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/tsp
@@ -0,0 +1,41 @@
+/* 
+* <tsp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+#ifndef __tsp
+#define __tsp
+
+#include "tsp.h"
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/tsp.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/tsp.h
new file mode 100755
index 000000000..ba249a794
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/tsp.h
@@ -0,0 +1,60 @@
+/*
+* <tsp.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef __tsp_h
+#define __tsp_h
+
+#include "city_swap.h"
+#include "edge_xover.h"
+#include "graph.h"
+#include "mix.h"
+#include "order_xover.h"
+#include "partial_mapped_xover.h"
+#include "part_route_eval.h"
+#include "part_two_opt_init.h"
+#include "part_two_opt_next.h"
+#include "route_eval.h"
+#include "route.h"
+#include "route_init.h"
+#include "route_valid.h"
+#include "two_opt.h"
+#include "two_opt_incr_eval.h"
+#include "two_opt_init.h"
+#include "two_opt_next.h"
+#include "two_opt_rand.h"
+#include "two_opt_tabu_list.h"
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt.cpp
new file mode 100755
index 000000000..146c6c6c2
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt.cpp
@@ -0,0 +1,72 @@
+/*
+* <two_opt.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt.h"
+
+TwoOpt TwoOpt :: operator ! () const
+  {
+    TwoOpt move = * this ;
+    std :: swap (move.first, move.second) ;
+
+    return move ;
+  }
+
+void TwoOpt :: operator () (Route & __route)
+{
+
+  std :: vector <unsigned int> seq_cities ;
+
+  for (unsigned int i = second ; i > first ; i --)
+    {
+      seq_cities.push_back (__route [i]) ;
+    }
+
+  unsigned int j = 0 ;
+  for (unsigned int i = first + 1 ; i < second + 1 ; i ++)
+    {
+      __route [i] = seq_cities [j ++] ;
+    }
+}
+
+void TwoOpt :: readFrom (std :: istream & __is)
+{
+  __is >> first >> second ;
+}
+
+void TwoOpt :: printOn (std :: ostream & __os) const
+  {
+    __os << first << ' ' << second ;
+  }
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt.h
new file mode 100755
index 000000000..6b9cf435f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt.h
@@ -0,0 +1,61 @@
+/*
+* <two_opt.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_h
+#define two_opt_h
+
+#include <eoPersistent.h>
+
+#include <utility>
+#include <moMove.h>
+
+#include "route.h"
+
+class TwoOpt : public moMove <Route>, public std :: pair <unsigned, unsigned>, public eoPersistent
+  {
+
+  public :
+
+    TwoOpt operator ! () const ;
+
+    void operator () (Route & __route) ;
+
+    void readFrom (std :: istream & __is) ;
+
+    void printOn (std :: ostream & __os) const ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_incr_eval.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_incr_eval.cpp
new file mode 100755
index 000000000..2d4657b73
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_incr_eval.cpp
@@ -0,0 +1,53 @@
+/*
+* <two_opt_incr_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_incr_eval.h"
+#include "graph.h"
+
+tspFitness TwoOptIncrEval :: operator () (const TwoOpt & __move, const Route & __route)
+{
+  // From
+  unsigned int v1 = __route [__move.first], v1_next = __route [__move.first + 1] ;
+
+  // To
+  unsigned int v2 = __route [__move.second], v2_next = __route [__move.second + 1] ;
+
+  return __route.fitness ()
+         + Graph :: distance (v1, v2)
+         + Graph :: distance (v1_next, v2_next)
+         - Graph :: distance (v1, v1_next)
+         - Graph :: distance (v2, v2_next)  ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_incr_eval.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_incr_eval.h
new file mode 100755
index 000000000..91ffca098
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_incr_eval.h
@@ -0,0 +1,51 @@
+/*
+* <two_opt_incr_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_optincr_eval_h
+#define two_optincr_eval_h
+
+#include <moMoveIncrEval.h>
+#include "two_opt.h"
+
+class TwoOptIncrEval : public moMoveIncrEval <TwoOpt>
+  {
+  public :
+
+    tspFitness  operator () (const TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_init.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_init.cpp
new file mode 100755
index 000000000..2e593db0a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_init.cpp
@@ -0,0 +1,45 @@
+/*
+* <two_opt_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_init.h"
+
+void TwoOptInit :: operator () (TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  _move.first = 0 ;
+  _move.second = 2 ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_init.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_init.h
new file mode 100755
index 000000000..1b2a5e376
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_init.h
@@ -0,0 +1,54 @@
+/*
+* <two_opt_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_init_h
+#define two_opt_init_h
+
+#include <moMoveInit.h>
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class TwoOptInit : public moMoveInit <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & _move, const Route & _route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_next.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_next.cpp
new file mode 100755
index 000000000..2438390fd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_next.cpp
@@ -0,0 +1,59 @@
+/*
+* <two_opt_next.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  if (_move.first == Graph :: size () - 4 && _move.second == _move.first + 2)
+    {
+      return false ;
+    }
+  else
+    {
+      _move.second ++ ;
+      if (_move.second == Graph :: size () - 1)
+        {
+          _move.first ++ ;
+          _move.second = _move.first + 2 ;
+        }
+
+      return true ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_next.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_next.h
new file mode 100755
index 000000000..f57595cd6
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_next.h
@@ -0,0 +1,53 @@
+/*
+* <two_opt_next.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_next_h
+#define two_opt_next_h
+
+#include <moNextMove.h>
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class TwoOptNext : public moNextMove <TwoOpt>
+  {
+
+  public :
+
+    bool operator () (TwoOpt & _move, const Route & _route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_rand.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_rand.cpp
new file mode 100755
index 000000000..956bddfb0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_rand.cpp
@@ -0,0 +1,45 @@
+/*
+* <two_opt_rand.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_rand.h"
+#include "graph.h"
+#include <utils/eoRNG.h>
+
+void TwoOptRand :: operator () (TwoOpt & __move)
+{
+  __move.first = rng.random (Graph :: size () - 3) ;
+  __move.second = __move.first + 2 + rng.random (Graph :: size () - __move.first - 3) ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_rand.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_rand.h
new file mode 100755
index 000000000..e6e0bdff2
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_rand.h
@@ -0,0 +1,53 @@
+/*
+* <two_opt_rand.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_rand_h
+#define two_opt_rand_h
+
+#include <moRandMove.h>
+
+#include "two_opt.h"
+
+class TwoOptRand : public moRandMove <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & __move) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_tabu_list.cpp b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_tabu_list.cpp
new file mode 100755
index 000000000..290eef7f7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_tabu_list.cpp
@@ -0,0 +1,93 @@
+/*
+* <two_opt_tabu_list.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_tabu_list.h"
+#include "graph.h"
+
+#define TABU_LENGTH 10
+
+void
+TwoOptTabuList :: init ()
+{
+  // Size (eventually)
+  tabu_span.resize (Graph :: size ()) ;
+  for (unsigned int i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      tabu_span [i].resize (Graph :: size ()) ;
+    }
+
+  // Clear
+  for (unsigned int i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      for (unsigned int j = 0 ; j < tabu_span [i].size () ; j ++)
+        {
+          tabu_span [i] [j] = 0 ;
+        }
+    }
+}
+
+bool
+TwoOptTabuList :: operator () (const TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  return tabu_span [_move.first] [_move.second] > 0 ;
+}
+
+void
+TwoOptTabuList :: add (const TwoOpt & _move, const Route & _route)
+  {
+    Route route=_route;
+
+    tabu_span [_move.first] [_move.second] = tabu_span [_move.second] [_move.first] = TABU_LENGTH ;
+  }
+
+void
+TwoOptTabuList :: update ()
+{
+  unsigned int i,j;
+
+  for (i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      for (j = 0 ; j < tabu_span [i].size () ; j ++)
+        {
+          if ( tabu_span [i] [j] > 0 )
+            {
+              tabu_span [i] [j] -- ;
+            }
+        }
+    }
+}
diff --git a/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_tabu_list.h b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_tabu_list.h
new file mode 100755
index 000000000..236919f69
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_32bits/tsp/src/two_opt_tabu_list.h
@@ -0,0 +1,63 @@
+/*
+* <two_opt_tabu_list.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_tabu_list_h
+#define two_opt_tabu_list_h
+
+#include <moTabuList.h>
+#include "two_opt.h"
+#include "route.h"
+
+/** The table of tabu movements, i.e. forbidden edges */
+class TwoOptTabuList : public moTabuList <TwoOpt>
+  {
+  public :
+
+    bool operator () (const TwoOpt & _move, const Route & _route) ;
+
+    void add (const TwoOpt & _move, const Route & _route) ;
+
+    void update () ;
+
+    void init () ;
+
+  private :
+
+    std :: vector <std :: vector <unsigned> > tabu_span ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/EO_lesson1/param b/contribution/trunk/tutos_META08/linux_64bits/EO_lesson1/param
new file mode 100755
index 000000000..c1bcf6d19
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/EO_lesson1/param
@@ -0,0 +1,9 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp       # Path to the instance.
+--popSize=100                            # Size of the population.
+--nbOffspring=100                           # Number of selected parents.
+--maxGen=1000                           # Maximum number of iterations.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation
+
diff --git a/contribution/trunk/tutos_META08/linux_64bits/EO_lesson1/tsp.cpp b/contribution/trunk/tutos_META08/linux_64bits/EO_lesson1/tsp.cpp
new file mode 100755
index 000000000..1c927b6d0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/EO_lesson1/tsp.cpp
@@ -0,0 +1,160 @@
+/* 
+* <tsp.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Thomas Legrand
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <eo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int main (int _argc, char* _argv [])
+{
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  unsigned int seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  std::string instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  unsigned int populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
+  unsigned int maxGen=atoi( (parser.getParamWithLongName("maxGen")->getValue()).c_str() );
+  double crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
+  double mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
+  unsigned int nbOffspring=atoi( (parser.getParamWithLongName("nbOffspring")->getValue()).c_str() );
+  std::string crossoverType=parser.getParamWithLongName("crossType")->getValue();
+
+  // random number generator
+  srand (seed);
+  
+  // load test instance
+  Graph::load(instancePath.c_str());
+
+
+
+  /*** the representation-dependent things ***/
+  
+  // the evaluation function
+  RouteEval full_eval ;
+  // the genotype (through a genotype initializer)
+  RouteInit init ;
+  // crossover
+  eoQuadOp <Route>*crossover;
+  if(crossoverType.compare("Partial")==0)
+  {
+      crossover=new PartialMappedXover();
+  }
+  else if (crossoverType.compare("Order")==0)
+  {
+      crossover=new OrderXover();
+  }
+  else if (crossoverType.compare("Edge")==0)
+  {
+      crossover=new EdgeXover();
+  }
+  else
+  {
+      throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
+  }
+  // mutation 
+  CitySwap mutation ;
+  // variation operators
+  eoSGATransform <Route> transform (*crossover, crossoverRate, mutation, mutationRate) ; 
+
+
+
+   /*** the representation-independent things ***/
+  
+  // initialization of the population
+   eoPop <Route> pop (populationSize, init) ;
+   apply <Route> (full_eval, pop) ;
+   // select
+   eoDetTournamentSelect <Route> select_one ;
+   eoSelectNumber <Route> select (select_one, nbOffspring) ;
+   // replace
+   eoGenerationalReplacement <Route> genReplace;
+   eoWeakElitistReplacement <Route> replace(genReplace);
+   // stopping criteria
+   eoGenContinue <Route> continu (maxGen) ;
+   // algorithm
+   eoEasyEA <Route> ea (continu, full_eval, select, transform, replace) ;
+
+  
+
+   /*** Go ! ***/
+
+   // initial solution
+   std :: cout << "[From] " << pop.best_element () << std :: endl ;
+  
+   // run the algo
+   ea(pop);
+
+   // final solution
+  std :: cout << "[To] " << pop.best_element () << std :: endl ;
+  
+
+
+  // delete pointer
+  delete(crossover);
+
+  // that's all
+  return EXIT_SUCCESS;
+}
+
+
+
+void manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  _parser.getORcreateParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)1000, "maxGen", "Maximum number of generations.", 0, "Configuration", false);
+  _parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
+  _parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)100, "nbOffspring", "Number of offspring.", 0, "Configuration", false);
+  _parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.", 0, "Configuration", false);
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/EO_lesson1/tsp_EA b/contribution/trunk/tutos_META08/linux_64bits/EO_lesson1/tsp_EA
new file mode 100755
index 0000000000000000000000000000000000000000..57ce90ca266b2ae3c4abf696c55ed5e78dde25ad
GIT binary patch
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/MOEO_lesson/FlowShopEA b/contribution/trunk/tutos_META08/linux_64bits/MOEO_lesson/FlowShopEA
new file mode 100755
index 0000000000000000000000000000000000000000..50050a70bbecb9779ba20aa82b33e1045a9d8e82
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/MOEO_lesson/FlowShopEA.cpp b/contribution/trunk/tutos_META08/linux_64bits/MOEO_lesson/FlowShopEA.cpp
new file mode 100755
index 000000000..54d365bb7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MOEO_lesson/FlowShopEA.cpp
@@ -0,0 +1,132 @@
+/*
+* <FlowShopEA.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+
+// moeo general include
+#include <moeo>
+// for the creation of an evaluator
+#include <make_eval_FlowShop.h>
+// for the creation of an initializer
+#include <make_genotype_FlowShop.h>
+// for the creation of the variation operators
+#include <make_op_FlowShop.h>
+// how to initialize the population
+#include <do/make_pop.h>
+// the stopping criterion
+#include <do/make_continue_moeo.h>
+// outputs (stats, population dumps, ...)
+#include <do/make_checkpoint_moeo.h>
+// evolution engine (selection and replacement)
+#include <do/make_ea_moeo.h>
+// simple call to the algo
+#include <do/make_run.h>
+// checks for help demand, and writes the status file and make_help; in libutils
+void make_help(eoParser & _parser);
+// definition of the representation
+#include <FlowShop.h>
+
+
+using namespace std;
+
+
+int main(int argc, char* argv[])
+{
+  try
+    {
+
+      eoParser parser(argc, argv);  // for user-parameter reading
+      eoState state;                // to keep all things allocated
+
+
+      /*** the representation-dependent things ***/
+
+      // The evaluation
+      eoEvalFuncCounter<FlowShop>& eval = do_make_eval(parser, state);
+      // the genotype (through a genotype initializer)
+      eoInit<FlowShop>& init = do_make_genotype(parser, state);
+      // the variation operators
+      eoGenOp<FlowShop>& op = do_make_op(parser, state);
+
+
+      /*** the representation-independent things ***/
+
+      // initialization of the population
+      eoPop<FlowShop>& pop = do_make_pop(parser, state, init);
+      // definition of the archive
+      moeoArchive<FlowShop> arch;
+      // stopping criteria
+      eoContinue<FlowShop>& term = do_make_continue_moeo(parser, state, eval);
+      // output
+      eoCheckPoint<FlowShop>& checkpoint = do_make_checkpoint_moeo(parser, state, eval, term, pop, arch);
+      // algorithm
+      eoAlgo<FlowShop>& algo = do_make_ea_moeo(parser, state, eval, checkpoint, op, arch);
+
+
+      /*** Go ! ***/
+
+      // help ?
+      make_help(parser);
+
+      // first evalution (for printing)
+      apply<FlowShop>(eval, pop);
+
+      // printing of the initial population
+      cout << "Initial Population\n";
+      pop.sortedPrintOn(cout);
+      cout << endl;
+
+      // run the algo
+      algo(pop);
+
+      // printing of the final population
+      cout << "Final Population\n";
+      pop.sortedPrintOn(cout);
+      cout << endl;
+
+      // printing of the final archive
+      cout << "Final Archive\n";
+      arch.sortedPrintOn(cout);
+      cout << endl;
+
+
+    }
+  catch (exception& e)
+    {
+      cout << e.what() << endl;
+    }
+  return EXIT_SUCCESS;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/MOEO_lesson/param b/contribution/trunk/tutos_META08/linux_64bits/MOEO_lesson/param
new file mode 100755
index 000000000..3b07a9208
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MOEO_lesson/param
@@ -0,0 +1,33 @@
+######    Evolution Engine        ######
+--popSize=100                              # -P : Population Size
+--updateArch=1                             # Update the archive at each gen.
+--fitness=FastNonDominatedSorting          # -F : Fitness assignment scheme: Dummy, FastNonDominatedSorting or IndicatorBased
+--indicator=Epsilon                        # -i : Binary indicator for IndicatorBased: Epsilon, Hypervolume
+--diversity=Crowding                       # -D : Diversity assignment scheme: Dummy, Sharing(nicheSize) or Crowding
+--comparator=FitnessThenDiversity          # -C : Comparator scheme: FitnessThenDiversity, DiversityThenFitness or Aggregative
+--selection=DetTour(2)                     # -S : Selection scheme: DetTour(T), StochTour(t) or Random
+--replacement=Elitist                      # -R : Replacement scheme: Elitist, Environmental or Generational
+--nbOffspring=100%                         # -O : Number of offspring (percentage or absolute)
+
+######    Output                  ######
+--resDir=Res                               # Directory to store DISK outputs
+--eraseDir=1                               # erase files in dirName if any
+--printPop=0                               # Print sorted pop. every gen.
+--storeArch=1                              # Store the archive's objective vectors at each gen.
+--contribution=0                           # Store the contribution of the archive at each gen.
+--entropy=0                                # Store the entropy of the archive at each gen.
+
+######    Representation          ######
+--BenchmarkFile=../flowshop/benchs/020_10_01.txt  # -B : Benchmark file name REQUIRED
+
+######    Stopping criterion      ######
+--maxGen=100                               # -G : Maximum number of generations (0 = none)
+--maxEval=0                                # -E : Maximum number of evaluations (0 = none)
+--maxTime=0                                # -T : Maximum running time in seconds (0 = none)
+
+######    Variation Operators     ######
+--crossRate=1                              # Relative rate for the only crossover
+--shiftMutRate=0.5                         # Relative rate for shift mutation
+--exchangeMutRate=0.5                      # Relative rate for exchange mutation
+--pCross=0.25                              # -c : Probability of Crossover
+--pMut=0.35                                # -m : Probability of Mutation
diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson1/hill_climbing b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson1/hill_climbing
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson1/hill_climbing.cpp b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson1/hill_climbing.cpp
new file mode 100755
index 000000000..88fd13fdb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson1/hill_climbing.cpp
@@ -0,0 +1,134 @@
+/*
+  <hill_climbing.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, selectionType;
+  unsigned int seed;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  selectionType=parser.getParamWithLongName("selectionType")->getValue();
+
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moMoveSelect<TwoOpt>* two_opt_selection;
+
+  if(selectionType.compare("Best")==0)
+    {
+      two_opt_selection= new moBestImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("First")==0)
+    {
+      two_opt_selection= new moFirstImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("Random")==0)
+    {
+      two_opt_selection= new moRandImprSelect<TwoOpt>();
+    }
+  else
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the type of selection '"+selectionType+"' is not correct.");
+    }
+
+  moHC <TwoOpt> hill_climbing (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation, 
+			       *two_opt_selection, full_evaluation);
+  hill_climbing (solution) ;
+  
+  std :: cout << "[To] " << solution << std :: endl;
+  
+  delete(two_opt_selection);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+  
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Best"), "selectionType", "Type of the selection: 'Best', 'First' or 'Random'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson1/param b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson1/param
new file mode 100755
index 000000000..6340accbe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson1/param
@@ -0,0 +1,3 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp  # Path to the instance.
+--selectionType=Best                       # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson2/param b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson2/param
new file mode 100755
index 000000000..e11757ccf
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson2/param
@@ -0,0 +1,5 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance
+--tabuListSize=10                        # Size of the tabu list
+--maxIter=1000                           # Maximum number of iterations
+--tabuListType=TwoOpt                    # Type of the tabu list: 'TwoOpt', 'SimpleMove' or 'SimpleSolution'
diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson2/tabu_search b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson2/tabu_search
new file mode 100755
index 0000000000000000000000000000000000000000..21a499c2cdfba2447720401c6221e286bb4aa330
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson2/tabu_search.cpp b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson2/tabu_search.cpp
new file mode 100755
index 000000000..0588fd674
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson2/tabu_search.cpp
@@ -0,0 +1,145 @@
+/*
+  <tabu_search.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, value;
+  unsigned int seed, maxIterations, tabuListSize;
+
+  eoParser parser(_argc, _argv); 
+  
+  manage_configuration_file(parser);
+  
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+  tabuListSize=atoi( (parser.getParamWithLongName("tabuListSize")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  value=parser.getParamWithLongName("tabuListType")->getValue();
+  
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer(solution);
+
+  RouteEval full_evaluation;
+  full_evaluation(solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moTabuList<TwoOpt> *tabuList;
+
+  if(value.compare("TwoOpt")==0)
+    {
+      tabuList=new TwoOptTabuList();
+    }
+  else if (value.compare("SimpleMove")==0)
+    {
+      tabuList=new moSimpleMoveTabuList<TwoOpt>(tabuListSize);
+    }
+  else if (value.compare("SimpleSolution")==0)
+    {
+      tabuList=new moSimpleSolutionTabuList<TwoOpt>(tabuListSize);
+    }
+  else
+    {
+      throw std::runtime_error("[tabu_search.cpp]: the type of tabu list '"+value+"' is not correct.");
+    }
+
+  moNoAspirCrit <TwoOpt> aspiration_criterion;
+
+  moGenSolContinue <Route> continu (maxIterations);
+  
+  moTS <TwoOpt> tabu_search (two_opt_initializer, two_opt_next_move_generator, 
+			     two_opt_incremental_evaluation, *tabuList, aspiration_criterion, continu, full_evaluation);
+  tabu_search(solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  delete(tabuList);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)10, "tabuListSize", "Size of the tabu list.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("TwoOpt"), "tabuListType", "Type of the tabu list: 'TwoOpt', 'SimpleMove' or 'SimpleSolution'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tabu_search.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson3/param b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson3/param
new file mode 100755
index 000000000..e780ee1a7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson3/param
@@ -0,0 +1,8 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--maxIter=1000                           # Maximum number of iterations.
+--initialTemp=1000                       # Initial temperature.
+--threshold=0.1                          # Minimum temperature allowed.
+--expoRatio=0.98                         # Ratio used if exponential cooling schedule is chosen.
+--lineaRatio=0.5                         # Ratio used if linear cooling schedule is chosen.
+--coolSchedType=Expo                     # Type the cooling schedule: 'Expo' or 'Linear'.
diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson3/simulated_annealing b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson3/simulated_annealing
new file mode 100755
index 0000000000000000000000000000000000000000..dc169600e9395e15e9eec0003110b38b68e55ee5
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson3/simulated_annealing.cpp b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson3/simulated_annealing.cpp
new file mode 100755
index 000000000..4c5b36375
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson3/simulated_annealing.cpp
@@ -0,0 +1,148 @@
+/*
+  <simulated_annealing.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, value;
+  unsigned int seed, maxIterations;
+  double threshold, exponentialRatio, linearRatio, initialTemperature;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+  initialTemperature=atof( (parser.getParamWithLongName("initialTemp")->getValue()).c_str() );
+  threshold=atof( (parser.getParamWithLongName("threshold")->getValue()).c_str() );
+  exponentialRatio=atof( (parser.getParamWithLongName("expoRatio")->getValue()).c_str() );
+  linearRatio=atof( (parser.getParamWithLongName("lineaRatio")->getValue()).c_str() );
+  value=parser.getParamWithLongName("coolSchedType")->getValue();
+
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptRand two_opt_random_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  TwoOpt move;
+
+  moCoolingSchedule* coolingSchedule;
+
+  if(value.compare("Expo")==0)
+    {
+      coolingSchedule=new moExponentialCoolingSchedule(threshold, exponentialRatio);
+    }
+  else if (value.compare("Linear")==0)
+    {
+      coolingSchedule=new moLinearCoolingSchedule(threshold, linearRatio);
+    }
+  else
+    {
+      throw std::runtime_error("[simulated_annealing.cpp]: the type of cooling schedule '"+value+"' is not correct.");
+    }
+
+  moGenSolContinue <Route> continu (maxIterations);
+
+  moSA <TwoOpt> simulated_annealing (two_opt_random_move_generator, two_opt_incremental_evaluation,
+				     continu, initialTemperature, *coolingSchedule, full_evaluation);
+  simulated_annealing (solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  delete(coolingSchedule);
+
+  return EXIT_SUCCESS ;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)1000, "initialTemp", "Initial temperature.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.1, "threshold", "Minimum temperature allowed.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.98, "expoRatio", "Ratio used if exponential cooling schedule is chosen.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.5, "lineaRatio", "Ratio used if linear cooling schedule is chosen.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Expo"), "coolSchedType", "Type the cooling schedule: 'Expo' or 'Linear'.", 
+			   0, "Configuration", false);
+  
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[simulated_annealing.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson4/iterated_local_search b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson4/iterated_local_search
new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson4/iterated_local_search.cpp b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson4/iterated_local_search.cpp
new file mode 100755
index 000000000..4e32d4b8f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson4/iterated_local_search.cpp
@@ -0,0 +1,117 @@
+/*
+  <iterated_local_search.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath;
+  unsigned int seed, maxIterations;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+
+  srand(seed);
+  Graph::load (instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moBestImprSelect <TwoOpt> two_opt_selection;
+
+  moGenSolContinue <Route> continu(maxIterations);
+
+  moFitComparator<Route> comparator;
+
+  CitySwap perturbation;
+
+  moILS<TwoOpt> iterated_local_search (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation,
+				       two_opt_selection, continu, comparator, perturbation, full_evaluation) ;
+  iterated_local_search(solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[iterated_local_search.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/MO_lesson4/param b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson4/param
new file mode 100755
index 000000000..a74405dfe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/MO_lesson4/param
@@ -0,0 +1,3 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--maxIter=1000                           # Maximum number of iterations.
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_05_01.txt b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_05_01.txt
new file mode 100755
index 000000000..2c2f78d86
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_05_01.txt
@@ -0,0 +1,63 @@
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_05_02.txt b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_05_02.txt
new file mode 100755
index 000000000..c82c2d033
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_05_02.txt
@@ -0,0 +1,63 @@
+20
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_10_01.txt b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_10_01.txt
new file mode 100755
index 000000000..96bca095d
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_10_01.txt
@@ -0,0 +1,63 @@
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_10_02.txt b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/020_10_02.txt
new file mode 100755
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new file mode 100755
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new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/050_10_01.txt b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/050_10_01.txt
new file mode 100755
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new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/100_05_01.txt b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/100_05_01.txt
new file mode 100755
index 000000000..f0d8d9b38
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/100_10_01.txt b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/100_10_01.txt
new file mode 100755
index 000000000..480d6be62
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/100_20_01.txt b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/100_20_01.txt
new file mode 100755
index 000000000..f063c0f7c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/100_20_01.txt
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/200_10_01.txt b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/200_10_01.txt
new file mode 100755
index 000000000..d1bccf9b0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/200_10_01.txt
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/README b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/README
new file mode 100755
index 000000000..7f3c69274
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/benchs/README
@@ -0,0 +1 @@
+Further benchmarks for the bi-objective flow-shop scheduling problem are available at http://www.lifl.fr/~liefooga/benchmarks/
\ No newline at end of file
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShop.cpp b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShop.cpp
new file mode 100755
index 000000000..0bf5dfe89
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShop.cpp
@@ -0,0 +1,43 @@
+/*
+* <FlowShop.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShop.h>
+
+std::string FlowShop::className() const
+  {
+    return "FlowShop";
+  }
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShop.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShop.h
new file mode 100755
index 000000000..993f901d8
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShop.h
@@ -0,0 +1,58 @@
+/*
+* <FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOP_H_
+#define FLOWSHOP_H_
+
+#include <core/moeoVector.h>
+#include <FlowShopObjectiveVector.h>
+
+/**
+ *  Structure of the genotype for the flow-shop scheduling problem: a vector of unsigned int int.
+ */
+class FlowShop: public moeoVector < FlowShopObjectiveVector , double , double , unsigned int >
+  {
+  public:
+
+    /**
+     * class name
+     */
+    std::string className() const;
+
+  };
+
+#endif /*FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopBenchmarkParser.cpp b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopBenchmarkParser.cpp
new file mode 100755
index 000000000..5a8b412b5
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopBenchmarkParser.cpp
@@ -0,0 +1,131 @@
+/*
+* <FlowShopBenchmarkParser.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <stdexcept>
+#include <FlowShopBenchmarkParser.h>
+
+FlowShopBenchmarkParser::FlowShopBenchmarkParser(const std::string _benchmarkFileName)
+{
+  init(_benchmarkFileName);
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getM()
+{
+  return M;
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getN()
+{
+  return N;
+}
+
+
+const std::vector< std::vector<unsigned int> > FlowShopBenchmarkParser::getP()
+{
+  return p;
+}
+
+
+const std::vector<unsigned int> FlowShopBenchmarkParser::getD()
+{
+  return d;
+}
+
+
+void FlowShopBenchmarkParser::printOn(std::ostream & _os) const
+  {
+    _os << "M=" << M << " N=" << N << std::endl;
+    _os << "*** processing times" << std::endl;
+    for (unsigned int i=0; i<M; i++)
+      {
+        for (unsigned int j=0; j<N; j++)
+          {
+            _os << p[i][j] << " ";
+          }
+        _os << std::endl;
+      }
+    _os << "*** due-dates" << std::endl;
+    for (unsigned int j=0; j<N; j++)
+      {
+        _os << d[j] << " ";
+      }
+    _os << std::endl << std::endl;
+  }
+
+
+void FlowShopBenchmarkParser::init(const std::string _benchmarkFileName)
+{
+  std::string buffer;
+  std::string::size_type start, end;
+  std::ifstream inputFile(_benchmarkFileName.data(), std::ios::in);
+  // opening of the benchmark file
+  if (! inputFile)
+    throw std::runtime_error("*** ERROR : Unable to open the benchmark file");
+  // number of jobs (N)
+  getline(inputFile, buffer, '\n');
+  N = atoi(buffer.data());
+  // number of machines M
+  getline(inputFile, buffer, '\n');
+  M = atoi(buffer.data());
+  // initial and current seeds (not used)
+  getline(inputFile, buffer, '\n');
+  // processing times and due-dates
+  p = std::vector< std::vector<unsigned int> > (M,N);
+  d = std::vector<unsigned int> (N);
+  // for each job...
+  for (unsigned int j=0 ; j<N ; j++)
+    {
+      // index of the job (<=> j)
+      getline(inputFile, buffer, '\n');
+      // due-date of the job j
+      getline(inputFile, buffer, '\n');
+      d[j] = atoi(buffer.data());
+      // processing times of the job j on each machine
+      getline(inputFile, buffer, '\n');
+      start = buffer.find_first_not_of(" ");
+      for (unsigned int i=0 ; i<M ; i++)
+        {
+          end = buffer.find_first_of(" ", start);
+          p[i][j] = atoi(buffer.substr(start, end-start).data());
+          start = buffer.find_first_not_of(" ", end);
+        }
+    }
+  // closing of the input file
+  inputFile.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopBenchmarkParser.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopBenchmarkParser.h
new file mode 100755
index 000000000..0dc767bb0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopBenchmarkParser.h
@@ -0,0 +1,109 @@
+/*
+* <FlowShopBenchmarkParser.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPBENCHMARKPARSER_H_
+#define FLOWSHOPBENCHMARKPARSER_H_
+
+#include <fstream>
+#include <string>
+#include <vector>
+
+/**
+ * Class to handle parameters of a flow-shop instance from a benchmark file
+ */
+class FlowShopBenchmarkParser
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    FlowShopBenchmarkParser(const std::string _benchmarkFileName);
+
+
+    /**
+     * the number of machines
+     */
+    const unsigned int getM();
+
+
+    /**
+     * the number of jobs
+     */
+    const unsigned int getN();
+
+
+    /**
+     * the processing times
+     */
+    const std::vector < std::vector < unsigned int > > getP();
+
+
+    /**
+     * the due-dates
+     */
+    const std::vector < unsigned int > getD();
+
+
+    /**
+     * printing...
+     */
+    void printOn(std::ostream & _os) const;
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector < std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * Initialisation of the parameters with the data contained in the benchmark file
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    void init(const std::string _benchmarkFileName);
+
+  };
+
+#endif /*FLOWSHOPBENCHMARKPARSER_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopEval.cpp b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopEval.cpp
new file mode 100755
index 000000000..08465a6f8
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopEval.cpp
@@ -0,0 +1,90 @@
+/*
+* <FlowShopEval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopEval.h>
+
+
+FlowShopEval::FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d) :
+    M(_M), N (_N), p(_p), d(_d)
+{}
+
+
+void FlowShopEval::operator()(FlowShop & _flowshop)
+{
+  FlowShopObjectiveVector objVector;
+  objVector[0] = makespan(_flowshop);
+  objVector[1] = tardiness(_flowshop);
+  _flowshop.objectiveVector(objVector);
+}
+
+
+
+double FlowShopEval::makespan(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  return C[M-1][_flowshop[N-1]];
+}
+
+
+double FlowShopEval::tardiness(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  // tardiness computation
+  unsigned int long sum = 0;
+  for (unsigned int j=0 ; j<N ; j++)
+    sum += (unsigned int) std::max (0, (int) (C[M-1][_flowshop[j]] - d[_flowshop[j]]));
+  return sum;
+}
+
+
+std::vector< std::vector<unsigned int> > FlowShopEval::completionTime(const FlowShop & _flowshop)
+{
+  std::vector< std::vector<unsigned int> > C(M,N);
+  C[0][_flowshop[0]] = p[0][_flowshop[0]];
+  for (unsigned int j=1; j<N; j++)
+    C[0][_flowshop[j]] = C[0][_flowshop[j-1]] + p[0][_flowshop[j]];
+  for (unsigned int i=1; i<M; i++)
+    C[i][_flowshop[0]] = C[i-1][_flowshop[0]] + p[i][_flowshop[0]];
+  for (unsigned int i=1; i<M; i++)
+    for (unsigned int j=1; j<N; j++)
+      C[i][_flowshop[j]] = std::max(C[i][_flowshop[j-1]], C[i-1][_flowshop[j]]) + p[i][_flowshop[j]];
+  return C;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopEval.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopEval.h
new file mode 100755
index 000000000..2eeb83678
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopEval.h
@@ -0,0 +1,104 @@
+/*
+* <FlowShopEval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPEVAL_H_
+#define FLOWSHOPEVAL_H_
+
+#include <vector>
+#include <core/moeoEvalFunc.h>
+#include <FlowShop.h>
+
+/**
+ * Evaluation of the objective vector a (multi-objective) FlowShop object
+ */
+class FlowShopEval : public moeoEvalFunc<FlowShop>
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _M the number of machines 
+     * @param _N the number of jobs to schedule
+     * @param _p the processing times
+     * @param _d the due dates
+     */
+    FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d);
+
+
+    /**
+     * computation of the multi-objective evaluation of a FlowShop object
+     * @param _flowshop the FlowShop object to evaluate
+     */
+    void operator()(FlowShop & _flowshop);
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector< std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * computation of the makespan
+     * @param _flowshop the genotype to evaluate
+     */
+    double makespan(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the tardiness
+     * @param _flowshop the genotype to evaluate
+     */
+    double tardiness(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the completion times of a scheduling (for each job on each machine)
+     * C[i][j] = completion of the jth job of the scheduling on the ith machine
+     * @param _flowshop the genotype to evaluate
+     */
+    std::vector< std::vector<unsigned int> > completionTime (const FlowShop & _flowshop);
+
+  };
+
+#endif /*FLOWSHOPEVAL_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopInit.cpp b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopInit.cpp
new file mode 100755
index 000000000..dde677384
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopInit.cpp
@@ -0,0 +1,64 @@
+/*
+* <FlowShopInit.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopInit.h>
+
+
+FlowShopInit::FlowShopInit(unsigned int _N) : N(_N)
+{}
+
+
+void FlowShopInit::operator()(FlowShop & _flowshop)
+{
+  // scheduling vector
+  std::vector<unsigned int> scheduling(N);
+  // initialisation of possible values
+  std::vector<unsigned int> possibles(N);
+  for (unsigned int i=0 ; i<N ; i++)
+    possibles[i] = i;
+  // random initialization
+  unsigned int rInd;     // random index
+  for (unsigned int i=0; i<N; i++)
+    {
+      rInd = (unsigned int) rng.uniform(N-i);
+      scheduling[i] = possibles[rInd];
+      possibles[rInd] = possibles[N-i-1];
+    }
+  _flowshop.resize(N);
+  _flowshop.value(scheduling);
+  _flowshop.invalidate();	   // IMPORTANT in case the _genotype is old
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopInit.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopInit.h
new file mode 100755
index 000000000..d21072453
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopInit.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopInit.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPINIT_H_
+#define FLOWSHOPINIT_H_
+
+#include <eoInit.h>
+#include <FlowShop.h>
+
+/**
+ *  Initialization of a random genotype built by the default constructor of the FlowShop class
+ */
+typedef eoInitPermutation<FlowShop> FlowShopInit;
+
+#endif /*FLOWSHOPINIT_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopObjectiveVector.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopObjectiveVector.h
new file mode 100755
index 000000000..65814085f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopObjectiveVector.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopObjectiveVector.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTOR_H_
+#define FLOWSHOPOBJECTIVEVECTOR_H_
+
+#include <core/moeoRealObjectiveVector.h>
+#include <FlowShopObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector for multi-objective flow-shop problems: a vector of doubles
+ */
+typedef moeoRealObjectiveVector < FlowShopObjectiveVectorTraits > FlowShopObjectiveVector;
+
+#endif /*FLOWSHOPOBJECTIVEVECTOR_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopObjectiveVectorTraits.cpp b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopObjectiveVectorTraits.cpp
new file mode 100755
index 000000000..08487e873
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopObjectiveVectorTraits.cpp
@@ -0,0 +1,57 @@
+/*
+* <FlowShopObjectiveVectorTraits.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopObjectiveVectorTraits.h>
+
+
+bool FlowShopObjectiveVectorTraits::minimizing (int _i)
+{
+  // minimizing both
+  return true;
+}
+
+bool FlowShopObjectiveVectorTraits::maximizing (int _i)
+{
+  // minimizing both
+  return false;
+}
+
+unsigned int FlowShopObjectiveVectorTraits::nObjectives ()
+{
+  // 2 objectives
+  return 2;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopObjectiveVectorTraits.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopObjectiveVectorTraits.h
new file mode 100755
index 000000000..b95d6f2ea
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopObjectiveVectorTraits.h
@@ -0,0 +1,71 @@
+/*
+* <FlowShopObjectiveVectorTraits.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+#define FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+
+#include <core/moeoObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector traits for multi-objective flow-shop problems
+ */
+class FlowShopObjectiveVectorTraits : public moeoObjectiveVectorTraits
+  {
+  public:
+
+    /**
+     * Returns true if the _ith objective have to be minimzed
+     * @param _i index of the objective
+     */
+    static bool minimizing (int _i);
+
+
+    /**
+     * Returns true if the _ith objective have to be maximzed
+     * @param _i index of the objective
+     */
+    static bool maximizing (int _i);
+
+
+    /**
+     * Returns the number of objectives
+     */
+    static unsigned int nObjectives ();
+
+  };
+
+#endif /*FLOWSHOPOBJECTIVEVECTORTRAITS_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpCrossoverQuad.cpp b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpCrossoverQuad.cpp
new file mode 100755
index 000000000..5b64c7e41
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpCrossoverQuad.cpp
@@ -0,0 +1,110 @@
+/*
+* <FlowShopOpCrossoverQuad.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopOpCrossoverQuad.h>
+
+
+std::string FlowShopOpCrossoverQuad::className() const
+  {
+    return "FlowShopOpCrossoverQuad";
+  }
+
+
+bool FlowShopOpCrossoverQuad::operator()(FlowShop & _flowshop1, FlowShop & _flowshop2)
+{
+  bool oneAtLeastIsModified;
+  // computation of the 2 random points
+  unsigned int point1, point2;
+  do
+    {
+      point1 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+      point2 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+    }
+  while (fabs((double) point1-point2) <= 2);
+  // computation of the offspring
+  FlowShop offspring1 = generateOffspring(_flowshop1, _flowshop2, point1, point2);
+  FlowShop offspring2 = generateOffspring(_flowshop2, _flowshop1, point1, point2);
+  // does at least one genotype has been modified ?
+  if ((_flowshop1 != offspring1) || (_flowshop2 != offspring2))
+    {
+      // update
+      _flowshop1.value(offspring1);
+      _flowshop2.value(offspring2);
+      // at least one genotype has been modified
+      oneAtLeastIsModified = true;
+    }
+  else
+    {
+      // no genotype has been modified
+      oneAtLeastIsModified = false;
+    }
+  // return 'true' if at least one genotype has been modified
+  return oneAtLeastIsModified;
+}
+
+
+FlowShop FlowShopOpCrossoverQuad::generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2)
+{
+  FlowShop result = _parent1;
+  std::vector<bool> taken_values(result.size(), false);
+  if (_point1 > _point2)
+    std::swap(_point1, _point2);
+  /* first parent */
+  for (unsigned int i=0 ; i<=_point1 ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  for (unsigned int i=_point2 ; i<result.size() ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  /* second parent */
+  unsigned int i = _point1+1;
+  unsigned int j = 0;
+  while (i<_point2 && j<_parent2.size())
+    {
+      if (! taken_values[_parent2[j]])
+        {
+          result[i] = _parent2[j];
+          i++;
+        }
+      j++;
+    }
+  return result;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpCrossoverQuad.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpCrossoverQuad.h
new file mode 100755
index 000000000..79fe70128
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpCrossoverQuad.h
@@ -0,0 +1,78 @@
+/*
+* <FlowShopOpCrossoverQuad.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPCROSSOVERQUAD_H_
+#define FLOWSHOPOPCROSSOVERQUAD_H_
+
+#include <eoOp.h>
+#include <FlowShop.h>
+
+/**
+ * Quadratic crossover operator for flow-shop (modify the both genotypes)
+ */
+class FlowShopOpCrossoverQuad : public eoQuadOp < FlowShop >
+  {
+  public:
+
+    /**
+     * the class name (used to display statistics)
+     */
+    std::string className() const;
+
+
+    /**
+     * eoQuad crossover - _flowshop1 and _flowshop2 are the (future) offspring, i.e. _copies_ of the parents
+     * @param _flowshop1 the first parent
+     * @param _flowshop2 the second parent
+     */
+    bool operator()(FlowShop & _flowshop1, FlowShop & _flowshop2);
+
+
+  private:
+
+    /**
+     * generation of an offspring by a 2 points crossover
+     * @param _parent1 the first parent
+     * @param _parent2 the second parent
+     * @param _point1 the first point
+     * @param _point2 the second point
+     */
+    FlowShop generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2);
+
+  };
+
+#endif /*FLOWSHOPOPCROSSOVERQUAD_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpMutationExchange.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpMutationExchange.h
new file mode 100755
index 000000000..51801d9d9
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpMutationExchange.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationExchange.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONEXCHANGE_H_
+#define FLOWSHOPOPMUTATIONEXCHANGE_H_
+
+#include <eoSwapMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Exchange mutation operator for the flow-shop
+ */
+typedef eoSwapMutation<FlowShop> FlowShopOpMutationExchange;
+
+#endif /*FLOWSHOPOPMUTATIONEXCHANGE_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpMutationShift.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpMutationShift.h
new file mode 100755
index 000000000..523bb88f0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/FlowShopOpMutationShift.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationShift.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONSHIFT_H_
+#define FLOWSHOPOPMUTATIONSHIFT_H_
+
+#include <eoShiftMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Shift mutation operator for flow-shop
+ */
+typedef eoShiftMutation<FlowShop> FlowShopOpMutationShift;
+
+#endif /*FLOWSHOPOPMUTATIONSHIFT_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/make_eval_FlowShop.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/make_eval_FlowShop.h
new file mode 100755
index 000000000..680615af7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/make_eval_FlowShop.h
@@ -0,0 +1,81 @@
+/*
+* <make_eval_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_EVAL_FLOWSHOP_H_
+#define MAKE_EVAL_FLOWSHOP_H_
+
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoEvalFuncCounter.h>
+#include <FlowShop.h>
+#include <FlowShopBenchmarkParser.h>
+#include <FlowShopEval.h>
+
+/*
+ * This function creates an eoEvalFuncCounter<eoFlowShop> that can later be used to evaluate an individual.
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoEvalFuncCounter<FlowShop> & do_make_eval(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks)", 'B',"Representation", true).value();
+  if (benchmarkFileName == "")
+    {
+      std::string stmp = "*** Missing name of the benchmark file\n";
+      stmp += "    Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+      stmp += "    Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+      throw std::runtime_error(stmp.c_str());
+    }
+  // reading of the parameters contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int M = fParser.getM();
+  unsigned int N = fParser.getN();
+  std::vector< std::vector<unsigned int> > p = fParser.getP();
+  std::vector<unsigned int> d = fParser.getD();
+  // build of the initializer (a pointer, stored in the eoState)
+  FlowShopEval* plainEval = new FlowShopEval(M, N, p, d);
+  // turn that object into an evaluation counter
+  eoEvalFuncCounter<FlowShop>* eval = new eoEvalFuncCounter<FlowShop> (* plainEval);
+  // store in state
+  _state.storeFunctor(eval);
+  // and return a reference
+  return *eval;
+}
+
+#endif /*MAKE_EVAL_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/make_genotype_FlowShop.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/make_genotype_FlowShop.h
new file mode 100755
index 000000000..5487a0f17
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/make_genotype_FlowShop.h
@@ -0,0 +1,74 @@
+/*
+* <make_genotype_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_GENOTYPE_FLOWSHOP_H_
+#define MAKE_GENOTYPE_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <FlowShop.h>
+#include <FlowShopInit.h>
+#include <FlowShopBenchmarkParser.h>
+
+/*
+ * This function creates an eoInit<eoFlowShop> that can later be used to initialize the population (see make_pop.h).
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoInit<FlowShop> & do_make_genotype(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks/)", 'B',"Representation", true).value();
+  if (benchmarkFileName == "")
+    {
+      std::string stmp = "*** Missing name of the benchmark file\n";
+      stmp += "   Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+      stmp += "   Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+      throw std::runtime_error(stmp.c_str());
+    }
+  // reading of number of jobs to schedule contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int N = fParser.getN();
+  // build of the initializer (a pointer, stored in the eoState)
+  eoInit<FlowShop>* init = new FlowShopInit(N);
+  // store in state
+  _state.storeFunctor(init);
+  // and return a reference
+  return *init;
+}
+
+#endif /*MAKE_GENOTYPE_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/make_op_FlowShop.h b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/make_op_FlowShop.h
new file mode 100755
index 000000000..4316f7f65
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/flowshop/src/make_op_FlowShop.h
@@ -0,0 +1,132 @@
+/*
+* <make_op_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_OP_FLOWSHOP_H_
+#define MAKE_OP_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoOp.h>
+#include <eoGenOp.h>
+#include <eoCloneOps.h>
+#include <eoOpContainer.h>
+#include <eoProportionalCombinedOp.h>
+#include <FlowShopOpCrossoverQuad.h>
+#include <FlowShopOpMutationShift.h>
+#include <FlowShopOpMutationExchange.h>
+
+/*
+ * This function builds the operators that will be applied to the eoFlowShop
+ * @param eoParameterLoader& _parser to get user parameters
+ * @param eoState& _state to store the memory
+ */
+eoGenOp<FlowShop> & do_make_op(eoParameterLoader& _parser, eoState& _state)
+{
+
+  /////////////////////////////
+  // Variation operators
+  ////////////////////////////
+
+  // the crossover
+  ////////////////
+
+  // a first crossover
+  eoQuadOp<FlowShop> *cross = new FlowShopOpCrossoverQuad;
+  // store in the state
+  _state.storeFunctor(cross);
+
+  // relative rate in the combination
+  double cross1Rate = _parser.createParam(1.0, "crossRate", "Relative rate for the only crossover", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedQuadOp<FlowShop> *propXover = new eoPropCombinedQuadOp<FlowShop>(*cross, cross1Rate);
+  // store in the state
+  _state.storeFunctor(propXover);
+
+
+  // the mutation
+  ///////////////
+
+  // a first mutation : the shift mutation
+  eoMonOp<FlowShop> *mut = new FlowShopOpMutationShift;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut1Rate = _parser.createParam(0.5, "shiftMutRate", "Relative rate for shift mutation", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedMonOp<FlowShop> *propMutation = new eoPropCombinedMonOp<FlowShop>(*mut, mut1Rate);
+  _state.storeFunctor(propMutation);
+
+  // a second mutation : the exchange mutation
+  mut = new FlowShopOpMutationExchange;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut2Rate = _parser.createParam(0.5, "exchangeMutRate", "Relative rate for exchange mutation", 0, "Variation Operators").value();
+  // addition of this one to the combined operator
+  propMutation -> add(*mut, mut2Rate);
+
+  // end of crossover and mutation definitions
+  ////////////////////////////////////////////
+
+  // First read the individual level parameters
+  eoValueParam<double>& pCrossParam = _parser.createParam(0.25, "pCross", "Probability of Crossover", 'c', "Variation Operators" );
+  // minimum check
+  if ( (pCrossParam.value() < 0) || (pCrossParam.value() > 1) )
+    throw std::runtime_error("Invalid pCross");
+
+  eoValueParam<double>& pMutParam = _parser.createParam(0.35, "pMut", "Probability of Mutation", 'm', "Variation Operators" );
+  // minimum check
+  if ( (pMutParam.value() < 0) || (pMutParam.value() > 1) )
+    throw std::runtime_error("Invalid pMut");
+
+  // the crossover - with probability pCross
+  eoProportionalOp<FlowShop> * propOp = new eoProportionalOp<FlowShop> ;
+  _state.storeFunctor(propOp);
+  eoQuadOp<FlowShop> *ptQuad = new eoQuadCloneOp<FlowShop>;
+  _state.storeFunctor(ptQuad);
+  propOp -> add(*propXover, pCrossParam.value()); // crossover, with proba pcross
+  propOp -> add(*ptQuad, 1-pCrossParam.value()); // nothing, with proba 1-pcross
+
+  // now the sequential
+  eoSequentialOp<FlowShop> *op = new eoSequentialOp<FlowShop>;
+  _state.storeFunctor(op);
+  op -> add(*propOp, 1.0);	 // always do combined crossover
+  op -> add(*propMutation, pMutParam.value()); // then mutation, with proba pmut
+
+  // return a reference
+  return *op;
+}
+
+#endif /*MAKE_OP_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/linux_64bits/hybrid_lesson/hybrid_ga b/contribution/trunk/tutos_META08/linux_64bits/hybrid_lesson/hybrid_ga
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/hybrid_lesson/hybrid_ga.cpp b/contribution/trunk/tutos_META08/linux_64bits/hybrid_lesson/hybrid_ga.cpp
new file mode 100755
index 000000000..68cd64450
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/hybrid_lesson/hybrid_ga.cpp
@@ -0,0 +1,195 @@
+/* 
+* <tsp.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Thomas Legrand
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  unsigned int seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  std::string instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  unsigned int populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
+  unsigned int maxGen=atoi( (parser.getParamWithLongName("maxGen")->getValue()).c_str() );
+  double crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
+  double mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
+  unsigned int nbOffspring=atoi( (parser.getParamWithLongName("nbOffspring")->getValue()).c_str() );
+  std::string crossoverType=parser.getParamWithLongName("crossType")->getValue();
+  std::string selectionType=parser.getParamWithLongName("selectionType")->getValue();
+
+  // random number generator
+  srand (seed);
+
+  // load test instance
+  Graph::load(instancePath.c_str());
+
+  // the evaluation function
+  RouteEval full_evaluation ;
+  // the genotype (through a genotype initializer)
+  RouteInit init ;
+  // crossover
+  eoQuadOp <Route>*crossover;
+  if(crossoverType.compare("Partial")==0)
+  {
+      crossover=new PartialMappedXover();
+  }
+  else if (crossoverType.compare("Order")==0)
+  {
+      crossover=new OrderXover();
+  }
+  else if (crossoverType.compare("Edge")==0)
+  {
+      crossover=new EdgeXover();
+  }
+  else
+  {
+      throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
+  }
+
+  // mutation (hybridization)
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moMoveSelect<TwoOpt>* two_opt_selection;
+
+  if(selectionType.compare("Best")==0)
+    {
+      two_opt_selection= new moBestImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("First")==0)
+    {
+      two_opt_selection= new moFirstImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("Random")==0)
+    {
+      two_opt_selection= new moRandImprSelect<TwoOpt>();
+    }
+  else
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the type of selection '"+selectionType+"' is not correct.");
+    }
+
+  moHC <TwoOpt> hill_climbing_mutation (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation, 
+			       *two_opt_selection, full_evaluation);
+  
+  eoSGATransform <Route> transform (*crossover, crossoverRate, hill_climbing_mutation, mutationRate) ;  
+
+
+  /*** the representation-independent things ***/
+  
+  // initialization of the population
+  eoPop <Route> population (populationSize, init) ;
+  apply <Route> (full_evaluation, population) ;
+  // select
+  eoDetTournamentSelect <Route> select_one ;
+  eoSelectNumber <Route> select (select_one, nbOffspring) ;
+  // replace
+  eoGenerationalReplacement <Route> genReplace;
+  eoWeakElitistReplacement <Route> replace(genReplace);
+  // stopping criteria
+  eoGenContinue <Route> continu (maxGen) ;
+  // algorithm
+  eoEasyEA <Route> ea (continu, full_evaluation, select, transform, replace) ;
+
+
+
+  /*** Go ! ***/
+
+  // initial solution
+  std :: cout << "[From] " << population.best_element () << std :: endl ;
+  
+  // run the algo
+  ea(population);
+
+  // final solution
+  std :: cout << "[To] " << population.best_element () << std :: endl ;
+    
+  delete(crossover);
+  delete(two_opt_selection);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxGen", "Maximum number of generations.", 0, "Configuration", false);
+  
+  _parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
+  
+  _parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)100, "nbOffspring", "Number of offspring.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.", 
+			   0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Best"), "selectionType", "Type of the selection: 'Best', 'First' or 'Random'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/hybrid_lesson/param b/contribution/trunk/tutos_META08/linux_64bits/hybrid_lesson/param
new file mode 100755
index 000000000..f67b2e971
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/hybrid_lesson/param
@@ -0,0 +1,9 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--popSize=100                            # Size of the population.
+--maxGen=1000                           # Maximum number of iterations.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation.
+--nbOffspring=100                      # Number of selected parents.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
+--selectionType=Best                     # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/README b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/README
new file mode 100755
index 000000000..6a9fb5488
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/README
@@ -0,0 +1,93 @@
+All the instances in this directory come from the TSPLIB database. All the TSPLIB instances can be downloaded at this address:
+http://www.iwr.uni-heidelberg.de/groups/comopt/software/TSPLIB95/tsp/
+
+The accepted format is:
+
+NAME: instance_name
+TYPE: TSP
+COMMENT: comments about the instance
+DIMENSION: number of towns.
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+.
+.
+.
+.
+.
+.
+EOF
+
+Compatibility bugs with some TSPLIB instances (soon corrected):
+
+==> some instances have a space after a section title, for example "NAME :" instead of "NAME:".
+==> several instances have the "COMMENT:" section before the "TYPE:" section.
+==> several section are not yet implemented ("DISPLAY_DATA_TYPE:", ...).
+
+Already corrected bugs:
+
+==> some instances have several lines with the keyword "COMMENTS:"
+
+For instance, the Berlin52 instance:
+
+NAME: berlin52
+TYPE: TSP
+COMMENT: 52 locations in Berlin (Groetschel)
+DIMENSION: 52
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+4 945.0 685.0
+5 845.0 655.0
+6 880.0 660.0
+7 25.0 230.0
+8 525.0 1000.0
+9 580.0 1175.0
+10 650.0 1130.0
+11 1605.0 620.0 
+12 1220.0 580.0
+13 1465.0 200.0
+14 1530.0 5.0
+15 845.0 680.0
+16 725.0 370.0
+17 145.0 665.0
+18 415.0 635.0
+19 510.0 875.0  
+20 560.0 365.0
+21 300.0 465.0
+22 520.0 585.0
+23 480.0 415.0
+24 835.0 625.0
+25 975.0 580.0
+26 1215.0 245.0
+27 1320.0 315.0
+28 1250.0 400.0
+29 660.0 180.0
+30 410.0 250.0
+31 420.0 555.0
+32 575.0 665.0
+33 1150.0 1160.0
+34 700.0 580.0
+35 685.0 595.0
+36 685.0 610.0
+37 770.0 610.0
+38 795.0 645.0
+39 720.0 635.0
+40 760.0 650.0
+41 475.0 960.0
+42 95.0 260.0
+43 875.0 920.0
+44 700.0 500.0
+45 555.0 815.0
+46 830.0 485.0
+47 1170.0 65.0
+48 830.0 610.0
+49 605.0 625.0
+50 595.0 360.0
+51 1340.0 725.0
+52 1740.0 245.0
+EOF
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/berlin52.tsp b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/berlin52.tsp
new file mode 100755
index 000000000..6f3579180
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/berlin52.tsp
@@ -0,0 +1,60 @@
+NAME: berlin52
+TYPE: TSP
+COMMENT: 52 locations in Berlin (Groetschel)
+DIMENSION: 52
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+4 945.0 685.0
+5 845.0 655.0
+6 880.0 660.0
+7 25.0 230.0
+8 525.0 1000.0
+9 580.0 1175.0
+10 650.0 1130.0
+11 1605.0 620.0 
+12 1220.0 580.0
+13 1465.0 200.0
+14 1530.0 5.0
+15 845.0 680.0
+16 725.0 370.0
+17 145.0 665.0
+18 415.0 635.0
+19 510.0 875.0  
+20 560.0 365.0
+21 300.0 465.0
+22 520.0 585.0
+23 480.0 415.0
+24 835.0 625.0
+25 975.0 580.0
+26 1215.0 245.0
+27 1320.0 315.0
+28 1250.0 400.0
+29 660.0 180.0
+30 410.0 250.0
+31 420.0 555.0
+32 575.0 665.0
+33 1150.0 1160.0
+34 700.0 580.0
+35 685.0 595.0
+36 685.0 610.0
+37 770.0 610.0
+38 795.0 645.0
+39 720.0 635.0
+40 760.0 650.0
+41 475.0 960.0
+42 95.0 260.0
+43 875.0 920.0
+44 700.0 500.0
+45 555.0 815.0
+46 830.0 485.0
+47 1170.0 65.0
+48 830.0 610.0
+49 605.0 625.0
+50 595.0 360.0
+51 1340.0 725.0
+52 1740.0 245.0
+EOF
+
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/eil101.tsp b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/eil101.tsp
new file mode 100755
index 000000000..46ff3bcc6
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/eil101.tsp
@@ -0,0 +1,108 @@
+NAME: eil101
+TYPE: TSP
+COMMENT: 101-city problem (Christofides/Eilon)
+DIMENSION: 101
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 41 49
+2 35 17
+3 55 45
+4 55 20
+5 15 30
+6 25 30
+7 20 50
+8 10 43
+9 55 60
+10 30 60
+11 20 65
+12 50 35
+13 30 25
+14 15 10
+15 30 5
+16 10 20
+17 5 30
+18 20 40
+19 15 60
+20 45 65
+21 45 20
+22 45 10
+23 55 5
+24 65 35
+25 65 20
+26 45 30
+27 35 40
+28 41 37
+29 64 42
+30 40 60
+31 31 52
+32 35 69
+33 53 52
+34 65 55
+35 63 65
+36 2 60
+37 20 20
+38 5 5
+39 60 12
+40 40 25
+41 42 7
+42 24 12
+43 23 3
+44 11 14
+45 6 38
+46 2 48
+47 8 56
+48 13 52
+49 6 68
+50 47 47
+51 49 58
+52 27 43
+53 37 31
+54 57 29
+55 63 23
+56 53 12
+57 32 12
+58 36 26
+59 21 24
+60 17 34
+61 12 24
+62 24 58
+63 27 69
+64 15 77
+65 62 77
+66 49 73
+67 67 5
+68 56 39
+69 37 47
+70 37 56
+71 57 68
+72 47 16
+73 44 17
+74 46 13
+75 49 11
+76 49 42
+77 53 43
+78 61 52
+79 57 48
+80 56 37
+81 55 54
+82 15 47
+83 14 37
+84 11 31
+85 16 22
+86 4 18
+87 28 18
+88 26 52
+89 26 35
+90 31 67
+91 15 19
+92 22 22
+93 18 24
+94 26 27
+95 25 24
+96 22 27
+97 25 21
+98 19 21
+99 20 26
+100 18 18
+101 35 35
+EOF
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/eil51.tsp b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/eil51.tsp
new file mode 100755
index 000000000..543d1013c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/eil51.tsp
@@ -0,0 +1,58 @@
+NAME : eil51
+COMMENT : 51-city problem (Christofides/Eilon)
+TYPE : TSP
+DIMENSION : 51
+EDGE_WEIGHT_TYPE : EUC_2D
+NODE_COORD_SECTION
+1 37 52
+2 49 49
+3 52 64
+4 20 26
+5 40 30
+6 21 47
+7 17 63
+8 31 62
+9 52 33
+10 51 21
+11 42 41
+12 31 32
+13 5 25
+14 12 42
+15 36 16
+16 52 41
+17 27 23
+18 17 33
+19 13 13
+20 57 58
+21 62 42
+22 42 57
+23 16 57
+24 8 52
+25 7 38
+26 27 68
+27 30 48
+28 43 67
+29 58 48
+30 58 27
+31 37 69
+32 38 46
+33 46 10
+34 61 33
+35 62 63
+36 63 69
+37 32 22
+38 45 35
+39 59 15
+40 5 6
+41 10 17
+42 21 10
+43 5 64
+44 30 15
+45 39 10
+46 32 39
+47 25 32
+48 25 55
+49 48 28
+50 56 37
+51 30 40
+EOF
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/pr2392.tsp b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/pr2392.tsp
new file mode 100755
index 000000000..2cd96eff4
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/pr2392.tsp
@@ -0,0 +1,2399 @@
+NAME: pr2392
+TYPE: TSP
+COMMENT: 2392-city problem (Padberg/Rinaldi)
+DIMENSION: 2392
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 1.63900e+03 2.15600e+03
+2 1.87500e+03 2.92500e+03
+3 2.15000e+03 2.92500e+03
+4 2.42500e+03 2.92500e+03
+5 2.52500e+03 2.67500e+03
+6 2.52500e+03 2.57500e+03
+7 2.52500e+03 2.37500e+03
+8 2.52500e+03 2.27500e+03
+9 2.52500e+03 2.17500e+03
+10 2.78600e+03 2.14800e+03
+11 2.78600e+03 2.24900e+03
+12 2.78600e+03 2.35200e+03
+13 2.78500e+03 2.45100e+03
+14 2.78500e+03 2.55200e+03
+15 2.78700e+03 2.65100e+03
+16 2.92500e+03 2.92500e+03
+17 3.19800e+03 2.92500e+03
+18 3.47500e+03 2.92500e+03
+19 3.72500e+03 2.92500e+03
+20 3.67500e+03 2.67500e+03
+21 3.67500e+03 2.57500e+03
+22 3.67500e+03 2.37500e+03
+23 3.67500e+03 2.27500e+03
+24 3.67500e+03 2.17500e+03
+25 4.18900e+03 2.15600e+03
+26 4.19000e+03 2.25600e+03
+27 4.19000e+03 2.35500e+03
+28 4.18900e+03 2.45600e+03
+29 4.18900e+03 2.55600e+03
+30 4.19000e+03 2.65600e+03
+31 4.27500e+03 2.97500e+03
+32 4.42500e+03 2.92500e+03
+33 4.70000e+03 2.92500e+03
+34 4.97500e+03 2.92500e+03
+35 5.07500e+03 2.67500e+03
+36 5.07500e+03 2.57500e+03
+37 5.07500e+03 2.37500e+03
+38 5.07500e+03 2.27500e+03
+39 5.07500e+03 2.17500e+03
+40 5.33600e+03 2.14800e+03
+41 5.33600e+03 2.24900e+03
+42 5.33600e+03 2.35200e+03
+43 5.33500e+03 2.45100e+03
+44 5.33500e+03 2.55200e+03
+45 5.33700e+03 2.65100e+03
+46 5.47500e+03 2.92500e+03
+47 5.74800e+03 2.92500e+03
+48 6.02500e+03 2.92500e+03
+49 6.27500e+03 2.92500e+03
+50 6.22500e+03 2.67500e+03
+51 6.22500e+03 2.57500e+03
+52 6.22500e+03 2.37500e+03
+53 6.22500e+03 2.27500e+03
+54 6.22500e+03 2.17500e+03
+55 6.73900e+03 2.15600e+03
+56 6.74000e+03 2.25600e+03
+57 6.74000e+03 2.35500e+03
+58 6.73900e+03 2.45600e+03
+59 6.73900e+03 2.55600e+03
+60 6.74000e+03 2.65600e+03
+61 6.82500e+03 2.97500e+03
+62 6.97500e+03 2.92500e+03
+63 7.25000e+03 2.92500e+03
+64 7.52500e+03 2.92500e+03
+65 7.62500e+03 2.67500e+03
+66 7.62500e+03 2.57500e+03
+67 7.62500e+03 2.37500e+03
+68 7.62500e+03 2.27500e+03
+69 7.62500e+03 2.17500e+03
+70 7.88600e+03 2.14800e+03
+71 7.88600e+03 2.24900e+03
+72 7.88600e+03 2.35200e+03
+73 7.88500e+03 2.45100e+03
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+75 7.88700e+03 2.65100e+03
+76 8.02500e+03 2.92500e+03
+77 8.29800e+03 2.92500e+03
+78 8.57500e+03 2.92500e+03
+79 8.82500e+03 2.92500e+03
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+82 8.77500e+03 2.37500e+03
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+84 8.77500e+03 2.17500e+03
+85 9.28900e+03 2.15600e+03
+86 9.29000e+03 2.25600e+03
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+88 9.28900e+03 2.45600e+03
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+100 1.04360e+04 2.14800e+03
+101 1.04360e+04 2.24900e+03
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+105 1.04370e+04 2.65100e+03
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+107 1.08480e+04 2.92500e+03
+108 1.11250e+04 2.92500e+03
+109 1.13250e+04 2.17500e+03
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+112 1.13250e+04 2.57500e+03
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+114 1.13750e+04 2.92500e+03
+115 1.13750e+04 3.12500e+03
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+118 1.14000e+04 3.47500e+03
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+121 1.11250e+04 3.82500e+03
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+127 1.05500e+04 3.72500e+03
+128 1.05500e+04 3.32500e+03
+129 1.01000e+04 3.32500e+03
+130 1.01000e+04 3.72500e+03
+131 1.01000e+04 3.92500e+03
+132 9.72500e+03 3.87500e+03
+133 9.72500e+03 3.97500e+03
+134 9.62500e+03 3.97500e+03
+135 9.55000e+03 3.87500e+03
+136 9.42500e+03 3.87500e+03
+137 9.27500e+03 3.90000e+03
+138 9.25000e+03 3.70000e+03
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+140 9.25000e+03 3.47500e+03
+141 9.25000e+03 3.37500e+03
+142 9.25000e+03 3.27500e+03
+143 8.82500e+03 3.12500e+03
+144 8.85000e+03 3.22500e+03
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+146 8.85000e+03 3.47500e+03
+147 8.85000e+03 3.62500e+03
+148 8.75000e+03 3.82500e+03
+149 8.57500e+03 3.82500e+03
+150 8.57500e+03 3.92500e+03
+151 8.47500e+03 3.97500e+03
+152 8.37500e+03 3.87500e+03
+153 8.37500e+03 3.97500e+03
+154 8.40000e+03 4.12500e+03
+155 8.30000e+03 4.17500e+03
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+157 8.50000e+03 4.17500e+03
+158 8.67500e+03 4.32500e+03
+159 8.77500e+03 4.42500e+03
+160 8.82500e+03 4.32500e+03
+161 9.27500e+03 4.27500e+03
+162 9.37500e+03 4.27500e+03
+163 9.32500e+03 4.37500e+03
+164 9.40000e+03 4.45000e+03
+165 9.40000e+03 4.55000e+03
+166 9.32500e+03 4.50000e+03
+167 9.21500e+03 4.56000e+03
+168 9.21500e+03 4.71000e+03
+169 9.37500e+03 4.77500e+03
+170 9.21500e+03 4.86000e+03
+171 9.21500e+03 5.01000e+03
+172 9.21500e+03 5.16000e+03
+173 9.21500e+03 5.31000e+03
+174 9.21500e+03 5.46000e+03
+175 9.21500e+03 5.61000e+03
+176 9.47500e+03 5.67500e+03
+177 9.47500e+03 5.52500e+03
+178 9.47500e+03 5.42500e+03
+179 9.47500e+03 5.27500e+03
+180 9.47500e+03 5.02500e+03
+181 9.57500e+03 5.07500e+03
+182 9.72500e+03 5.07500e+03
+183 9.67500e+03 4.97500e+03
+184 9.57500e+03 4.92500e+03
+185 9.52500e+03 4.77500e+03
+186 9.60000e+03 4.67500e+03
+187 9.62500e+03 4.77500e+03
+188 9.77500e+03 4.77500e+03
+189 9.97500e+03 4.60000e+03
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+EOF
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/rl5915.tsp b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/rl5915.tsp
new file mode 100755
index 000000000..86f6a24fd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/rl5915.tsp
@@ -0,0 +1,5922 @@
+NAME: rl5915
+TYPE: TSP
+COMMENT: 5915-city TSP (Reinelt)
+DIMENSION: 5915
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
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diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/usa13509.tsp b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/usa13509.tsp
new file mode 100755
index 000000000..a03eef901
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/benchs/usa13509.tsp
@@ -0,0 +1,13519 @@
+NAME: usa13509
+TYPE: TSP
+COMMENT: Cities with population at least 500 in the continental US.
+COMMENT: Contributed by David Applegate and Andre Rohe, based on the
+COMMENT: data set "US.lat-long" from the ftp site ftp.cs.toronto.edu.
+COMMENT: The file US.lat-long.Z can be found in the directory /doc/geography.
+DIMENSION: 13509
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
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+EOF
\ No newline at end of file
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/city_swap.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/city_swap.cpp
new file mode 100755
index 000000000..e47a4e31b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/city_swap.cpp
@@ -0,0 +1,50 @@
+/*
+* <city_swap.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "city_swap.h"
+
+bool CitySwap :: operator () (Route & __route)
+{
+
+  std :: swap (__route [rng.random (__route.size ())],
+               __route [rng.random (__route.size ())]) ;
+
+  __route.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/city_swap.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/city_swap.h
new file mode 100755
index 000000000..eda897f0f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/city_swap.h
@@ -0,0 +1,55 @@
+/*
+* <city_swap.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef city_swap_h
+#define city_swap_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Its swaps two vertices
+    randomly choosen */
+class CitySwap : public eoMonOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/edge_xover.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/edge_xover.cpp
new file mode 100755
index 000000000..a8b6a8532
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/edge_xover.cpp
@@ -0,0 +1,169 @@
+/*
+* <edge_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+
+#include <utils/eoRNG.h>
+
+#include "edge_xover.h"
+#include "route_valid.h"
+
+#define MAXINT 1000000
+
+void
+EdgeXover :: build_map (const Route & __par1, const Route & __par2)
+{
+
+  unsigned int len = __par1.size () ;
+
+  /* Initialization */
+  _map.clear () ;
+  _map.resize (len) ;
+
+  for (unsigned int i = 0 ; i < len ; i ++)
+    {
+      _map [__par1 [i]].insert (__par1 [(i + 1) % len]) ;
+      _map [__par2 [i]].insert (__par2 [(i + 1) % len]) ;
+      _map [__par1 [i]].insert (__par1 [(i - 1 + len) % len]) ;
+      _map [__par2 [i]].insert (__par2 [(i - 1 + len) % len]) ;
+    }
+
+  visited.clear () ;
+  visited.resize (len, false) ;
+}
+
+void
+EdgeXover :: remove_entry (unsigned int __vertex, std :: vector <std :: set <unsigned int> > & __map)
+  {
+
+    std :: set <unsigned int> & neigh = __map [__vertex] ;
+
+    for (std :: set <unsigned int> :: iterator it = neigh.begin () ; it != neigh.end () ; it ++)
+        {
+          __map [* it].erase (__vertex) ;
+        }
+
+  }
+
+void
+EdgeXover :: add_vertex (unsigned int __vertex, Route & __child)
+{
+  visited [__vertex] = true ;
+  __child.push_back (__vertex) ;
+  remove_entry (__vertex, _map) ; /* Removing entries */
+}
+
+void
+EdgeXover :: cross (const Route & __par1, const Route & __par2, Route & __child)
+{
+
+  build_map (__par1, __par2) ;
+
+  unsigned int len = __par1.size () ;
+
+  /* Go ! */
+  __child.clear () ;
+
+  unsigned int cur_vertex = rng.random (len) ;
+
+  add_vertex (cur_vertex, __child) ;
+
+  for (unsigned int i = 1 ; i < len ; i ++)
+    {
+
+      unsigned int len_min_entry = MAXINT ;
+
+      std :: set <unsigned int> & neigh = _map [cur_vertex] ;
+
+      for (std :: set <unsigned int> :: iterator it = neigh.begin () ; it != neigh.end () ; it ++)
+          {
+            unsigned int l = _map [* it].size () ;
+            if (len_min_entry > l)
+              {
+                len_min_entry = l ;
+              }
+          }
+
+      std :: vector <unsigned int> cand ; /* Candidates */
+
+      for (std :: set <unsigned> :: iterator it = neigh.begin () ; it != neigh.end () ;  it ++)
+          {
+            unsigned int l = _map [* it].size () ;
+            if (len_min_entry == l)
+              {
+                cand.push_back (* it) ;
+              }
+          }
+
+      if (! cand.size ())
+        {
+
+          /* Oh no ! Implicit mutation */
+          for (unsigned int j = 0 ; j < len ; j ++)
+            {
+              if (! visited [j])
+                {
+                  cand.push_back (j) ;
+                }
+            }
+        }
+
+      cur_vertex = cand [rng.random (cand.size ())] ;
+
+      add_vertex (cur_vertex, __child) ;
+    }
+}
+
+bool
+EdgeXover :: operator () (Route & __route1, Route & __route2)
+{
+
+  // Init. copy
+  Route par [2] ;
+  par [0] = __route1 ;
+  par [1] = __route2 ;
+
+  cross (par [0], par [1], __route1) ;
+  cross (par [1], par [0], __route2) ;
+
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/edge_xover.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/edge_xover.h
new file mode 100755
index 000000000..3e97d6d48
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/edge_xover.h
@@ -0,0 +1,72 @@
+/*
+* <edge_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef edge_xover_h
+#define edge_xover_h
+
+#include <vector>
+#include <set>
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Edge Crossover */
+class EdgeXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void cross (const Route & __par1, const Route & __par2, Route & __child) ; /* Binary */
+
+    void remove_entry (unsigned int __vertex, std :: vector <std :: set <unsigned> > & __map) ;
+    /* Updating the map of entries */
+
+    void build_map (const Route & __par1, const Route & __par2) ;
+
+    void add_vertex (unsigned int __vertex, Route & __child) ;
+
+    std :: vector <std :: set <unsigned int> > _map ; /* The handled map */
+
+    std :: vector <bool> visited ; /* Vertices that are already visited */
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/graph.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/graph.cpp
new file mode 100755
index 000000000..412b9263a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/graph.cpp
@@ -0,0 +1,207 @@
+/*
+* <graph.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "graph.h"
+
+using std::cout;
+using std::endl;
+
+namespace Graph
+  {
+
+  static std :: vector <std :: pair <double, double> > vectCoord ; // Coordinates
+
+  static std :: vector <std :: vector <unsigned int> > dist ; // Distances Mat.
+
+  unsigned size ()
+  {
+    return dist.size () ;
+  }
+
+  void computeDistances ()
+  {
+
+    // Dim.
+    unsigned int numCities = vectCoord.size () ;
+    dist.resize (numCities) ;
+    for (unsigned int i = 0 ; i < dist.size () ; i ++)
+      {
+        dist [i].resize (numCities) ;
+      }
+
+    // Computations.
+    for (unsigned int i = 0 ; i < dist.size () ; i ++)
+      {
+        for (unsigned int j = i + 1 ; j < dist.size () ; j ++)
+          {
+            double distX = (double)(vectCoord [i].first - vectCoord [j].first) ;
+            double distY = (double)(vectCoord [i].second - vectCoord [j].second) ;
+            dist [i] [j] = dist [j] [i] = (unsigned int) (sqrt ((float) (distX * distX + distY * distY)) + 0.5) ;
+          }
+      }
+  }
+
+  void load (const char * _fileName)
+  {
+    unsigned int i, dimension;
+
+    std::string string_read, buffer;
+
+    std :: ifstream file (_fileName) ;
+
+    cout << endl << "\tLoading [" << _fileName << "]" << endl << endl;
+
+    if( file.is_open() )
+      {
+	// Read NAME:
+	file >> string_read;
+	if (string_read.compare("NAME:")!=0)
+	  {
+	    cout << "ERROR: \'NAME:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read instance name
+	file >> string_read;
+	cout << "\t\tInstance Name             = " << string_read << endl;
+	// Read TYPE:
+	file >> string_read;
+	if (string_read.compare("TYPE:")!=0)
+	  {
+	    cout << "ERROR: \'TYPE:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read instance type;
+	file >> string_read;
+	cout << "\t\tInstance type             = " << string_read << endl;
+	if (string_read.compare("TSP")!=0)
+	  {
+	    cout << "ERROR: only TSP type instance can be loaded" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read COMMENT:
+	file >> string_read;
+	if (string_read.compare("COMMENT:")!=0)
+	  {
+	    cout << "ERROR: \'COMMENT:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read comments
+	cout << "\t\tInstance comments         = ";
+	file >> string_read;
+	buffer = string_read+"_first";
+	while((string_read.compare("DIMENSION:")!=0) && (string_read.compare(buffer)!=0))
+	  {
+	    if(string_read.compare("COMMENT:")!=0)
+	      {
+		cout << string_read << " ";
+	      }
+	    else
+	      {
+		cout << endl << "\t                     ";
+	      }
+	    buffer = string_read;
+	    file >> string_read;
+	  }
+
+	cout << endl;
+
+	// Read dimension;
+	file >> dimension ;
+        cout << "\t\tInstance dimension        = " << dimension << endl;
+	vectCoord.resize (dimension) ;
+
+	// Read EDGE_WEIGHT_TYPE
+	file >> string_read;
+	if (string_read.compare("EDGE_WEIGHT_TYPE:")!=0)
+	  {
+	    cout << "ERROR: \'EDGE_WEIGHT_TYPE:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read edge weight type
+	file >> string_read;
+	cout << "\t\tInstance edge weight type = " << string_read << endl;
+	if (string_read.compare("EUC_2D")!=0)
+	  {
+	    cout << "ERROR: only EUC_2D edge weight type instance can be loaded" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read NODE_COORD_SECTION
+	file >> string_read;
+	if (string_read.compare("NODE_COORD_SECTION")!=0)
+	  {
+	    cout << "ERROR: \'NODE_COORD_SECTION\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read coordonates.
+	for(i=0;i<dimension;i++)
+	  {
+	    // Read index
+	    file >> string_read;
+	    //Read Coordinate
+	    file >> vectCoord [i].first >> vectCoord [i].second ;
+	  }
+
+	// Read EOF
+	file >> string_read;
+	if(string_read.compare("EOF")!=0)
+	  {
+	    cout << "ERROR: \'EOF\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	cout << endl;
+	
+	file.close () ;
+
+        computeDistances () ;
+      }
+    else
+      {
+        cout << _fileName << " does not exist !!!" << endl ;
+        exit(EXIT_FAILURE) ;
+      }
+  }
+
+  float distance (unsigned int _from, unsigned int _to)
+  {
+    return (float)(dist [_from] [_to]) ;
+  }
+}
+
+
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/graph.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/graph.h
new file mode 100755
index 000000000..eb53ade4c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/graph.h
@@ -0,0 +1,60 @@
+/*
+* <graph.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef graph_h
+#define graph_h
+
+#include <string>
+#include <vector>
+#include <utility>
+#include <fstream>
+#include <iostream>
+#include <math.h>
+
+
+namespace Graph
+{
+  void load (const char * _file_name) ;
+  /* Loading cities
+     (expressed by their coordinates)
+     from the given file name */
+  
+  float distance (unsigned int _from, unsigned int _to) ;
+  
+  unsigned int size () ; // How many cities ?
+}
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/mix.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/mix.h
new file mode 100755
index 000000000..fc570a939
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/mix.h
@@ -0,0 +1,50 @@
+/*
+* <mix.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef mix_h
+#define mix_h
+
+#include <utils/eoRNG.h>
+
+template <class T> void mix (std :: vector <T> & __vect)
+{
+  for (unsigned int i = 0 ; i < __vect.size () ; i ++)
+    {
+      std :: swap (__vect [i], __vect [rng.random (__vect.size ())]) ;
+    }
+}
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/order_xover.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/order_xover.cpp
new file mode 100755
index 000000000..9e2c1f408
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/order_xover.cpp
@@ -0,0 +1,119 @@
+/*
+* <order_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+#include <vector>
+
+#include <utils/eoRNG.h>
+
+#include "order_xover.h"
+#include "route_valid.h"
+
+void OrderXover :: cross (const Route & __par1, const Route & __par2, Route & __child)
+{
+
+  unsigned int cut = rng.random (__par1.size ()) ;
+
+  /* To store vertices that have
+     already been crossed */
+  std::vector<bool> v;
+  v.resize(__par1.size());
+
+  for (unsigned int i = 0 ; i < __par1.size () ; i ++)
+    {
+      v [i] = false ;
+    }
+
+  /* Copy of the left partial
+     route of the first parent */
+  for (unsigned int i = 0 ; i < cut ; i ++)
+    {
+      __child [i] = __par1 [i] ;
+      v [__par1 [i]] = true ;
+    }
+
+  /* Searching the vertex of the second path, that ended
+     the previous first one */
+  unsigned int from = 0 ;
+  for (unsigned int i = 0 ; i < __par2.size () ; i ++)
+    {
+      if (__par2 [i] == __child [cut - 1])
+        {
+          from = i ;
+          break ;
+        }
+    }
+
+  /* Selecting a direction
+     Left or Right */
+  char direct = rng.flip () ? 1 : -1 ;
+
+  /* Copy of the left vertices from
+     the second parent path */
+  unsigned int l = cut ;
+
+  for (unsigned int i = 0 ; i < __par2.size () ; i ++)
+    {
+      unsigned int bidule /* :-) */ = (direct * i + from + __par2.size ()) % __par2.size () ;
+      if (! v [__par2 [bidule]])
+        {
+          __child [l ++] = __par2 [bidule] ;
+          v [__par2 [bidule]] = true ;
+        }
+    }
+
+  v.clear();
+}
+
+bool OrderXover :: operator () (Route & __route1, Route & __route2)
+{
+
+  // Init. copy
+  Route par [2] ;
+  par [0] = __route1 ;
+  par [1] = __route2 ;
+
+  cross (par [0], par [1], __route1) ;
+  cross (par [1], par [0], __route2) ;
+
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/order_xover.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/order_xover.h
new file mode 100755
index 000000000..924eb4dfd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/order_xover.h
@@ -0,0 +1,57 @@
+/*
+* <order_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef order_xover_h
+#define order_xover_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Order Crossover */
+class OrderXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void cross (const Route & __par1, const Route & __par2, Route & __child) ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_route_eval.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_route_eval.cpp
new file mode 100755
index 000000000..1639e002a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_route_eval.cpp
@@ -0,0 +1,53 @@
+/*
+* <part_route_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "part_route_eval.h"
+#include "graph.h"
+
+PartRouteEval :: PartRouteEval (float __from, float __to) : from (__from), to (__to)
+{}
+
+void PartRouteEval :: operator () (Route & __route)
+{
+  float len = 0 ;
+
+  for (unsigned int i = (unsigned int) (__route.size () * from) ; i < (unsigned int ) (__route.size () * to) ; i ++)
+    {
+      len += Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+    }
+
+  __route.fitness (len) ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_route_eval.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_route_eval.h
new file mode 100755
index 000000000..a92fad2ce
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_route_eval.h
@@ -0,0 +1,62 @@
+/*
+* <part_route_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_route_eval_h
+#define part_route_eval_h
+
+#include <eoEvalFunc.h>
+
+#include "route.h"
+
+/** Route Evaluator */
+class PartRouteEval : public eoEvalFunc <Route>
+  {
+
+  public :
+
+    /** Constructor */
+    PartRouteEval (float __from, float __to) ;
+
+    void operator () (Route & __route) ;
+
+  private :
+
+    float from, to ;
+
+  } ;
+
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_init.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_init.cpp
new file mode 100755
index 000000000..357b7ecbe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_init.cpp
@@ -0,0 +1,45 @@
+/*
+* <part_two_opt_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "part_two_opt_init.h"
+
+void PartTwoOptInit :: operator () (TwoOpt & __move, const Route & __route)
+{
+  __move.first = rng.random (__route.size () - 6) ;
+  __move.second = __move.first + 2 ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_init.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_init.h
new file mode 100755
index 000000000..490fe61bf
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_init.h
@@ -0,0 +1,54 @@
+/*
+* <part_two_opt_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_two_opt_init_h
+#define part_two_opt_init_h
+
+#include <moMoveInit.h>
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class PartTwoOptInit : public moMoveInit <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_next.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_next.cpp
new file mode 100755
index 000000000..f352c496e
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_next.cpp
@@ -0,0 +1,57 @@
+/*
+* <part_two_opt_next.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "part_two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & __move, const Route & __route)
+{
+  if (__move.first == Graph :: size () - 4 && __move.second == __move.first + 2)
+    {
+      return false ;
+    }
+  else
+    {
+      __move.second ++ ;
+      if (__move.second == Graph :: size () - 1)
+        {
+          __move.first ++ ;
+          __move.second = __move.first + 2 ;
+        }
+
+      return true ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_next.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_next.h
new file mode 100755
index 000000000..e2a0c05cc
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/part_two_opt_next.h
@@ -0,0 +1,53 @@
+/*
+* <part_two_opt_next.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_two_opt_next_h
+#define part_two_opt_next_h
+
+#include <moNextMove.h>
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class PartTwoOptNext : public moNextMove <TwoOpt>
+  {
+
+  public :
+
+    bool operator () (TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/partial_mapped_xover.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/partial_mapped_xover.cpp
new file mode 100755
index 000000000..ab92d2a3b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/partial_mapped_xover.cpp
@@ -0,0 +1,118 @@
+/*
+* <partial_mapped_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+
+#include <vector>
+
+#include <utils/eoRNG.h>
+
+#include "partial_mapped_xover.h"
+#include "route_valid.h"
+#include "mix.h"
+
+void PartialMappedXover :: repair (Route & __route, unsigned __cut1, unsigned __cut2)
+{
+
+  std::vector<unsigned int> v; // Number of times a cities are visited ...
+
+  v.resize(__route.size ());
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      v [i] = 0 ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      v [__route [i]] ++ ;
+    }
+
+  std :: vector <unsigned int> vert ;
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (! v [i])
+        {
+          vert.push_back (i) ;
+        }
+    }
+
+  mix (vert) ;
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (i < __cut1 || i >= __cut2)
+        {
+          if (v [__route [i]] > 1)
+            {
+              __route [i] = vert.back () ;
+              vert.pop_back () ;
+            }
+        }
+    }
+
+  v.clear();
+}
+
+bool PartialMappedXover :: operator () (Route & __route1, Route & __route2)
+{
+  unsigned int cut1 = rng.random (__route1.size ()), cut2 = rng.random (__route2.size ()) ;
+
+  if (cut2 < cut1)
+    {
+      std :: swap (cut1, cut2) ;
+    }
+
+  // Between the cuts
+  for (unsigned int i = cut1 ; i < cut2 ; i ++)
+    {
+      std :: swap (__route1 [i], __route2 [i]) ;
+    }
+
+  // Outside the cuts
+  repair (__route1, cut1, cut2) ;
+  repair (__route2, cut1, cut2) ;
+
+  // Debug
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/partial_mapped_xover.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/partial_mapped_xover.h
new file mode 100755
index 000000000..65c6474de
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/partial_mapped_xover.h
@@ -0,0 +1,57 @@
+/*
+* <partial_mapped_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef partial_mapped_xover_h
+#define partial_mapped_xover_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Partial Mapped Crossover */
+class PartialMappedXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void repair (Route & __route, unsigned __cut1, unsigned __cut2) ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route.h
new file mode 100755
index 000000000..ac9629cbb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route.h
@@ -0,0 +1,48 @@
+/*
+* <route.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_h
+#define route_h
+
+#include <eoVector.h>
+#include <eoScalarFitness.h>
+
+// A float that has to be minimized.
+typedef eoScalarFitness< float, std::greater<float> > tspFitness ;
+
+typedef eoVector <tspFitness, unsigned int> Route ; // [Fitness (length), Gene (city)]
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_eval.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_eval.cpp
new file mode 100755
index 000000000..abde85b99
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_eval.cpp
@@ -0,0 +1,51 @@
+/*
+* <route_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "route_eval.h"
+#include "graph.h"
+
+void RouteEval :: operator () (Route & __route)
+{
+
+  float len = 0.0 ;
+
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      len += Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+    }
+
+  __route.fitness (len) ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_eval.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_eval.h
new file mode 100755
index 000000000..474075cf0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_eval.h
@@ -0,0 +1,55 @@
+/*
+* <route_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_eval_h
+#define route_eval_h
+
+#include <eoEvalFunc.h>
+
+#include "route.h"
+
+/** Route Evaluator */
+class RouteEval : public eoEvalFunc <Route>
+  {
+
+  public :
+
+    void operator () (Route & __route) ;
+
+  } ;
+
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_init.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_init.cpp
new file mode 100755
index 000000000..09a2c40cb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_init.cpp
@@ -0,0 +1,63 @@
+/*
+* <route_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "route_init.h"
+#include "graph.h"
+
+void RouteInit :: operator () (Route & __route)
+{
+
+  // Init.
+  __route.clear () ;
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      __route.push_back (i) ;
+    }
+
+  // Swap. cities
+
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      //unsigned int j = rng.random (Graph :: size ()) ;
+
+      unsigned int j = (unsigned int) (Graph :: size () * (rand () / (RAND_MAX + 1.0))) ;
+      unsigned int city = __route [i] ;
+      __route [i] = __route [j] ;
+      __route [j] = city ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_init.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_init.h
new file mode 100755
index 000000000..466345c1b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_init.h
@@ -0,0 +1,53 @@
+/*
+* <route_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_init_h
+#define route_init_h
+
+#include <eoInit.h>
+
+#include "route.h"
+
+class RouteInit : public eoInit <Route>
+  {
+
+  public :
+
+    void operator () (Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_valid.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_valid.cpp
new file mode 100755
index 000000000..844cebf82
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_valid.cpp
@@ -0,0 +1,68 @@
+/*
+* <route_valid.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "route_valid.h"
+
+#include <vector>
+
+bool valid (Route & __route)
+{
+
+  std::vector<unsigned int> t;
+  t.resize(__route.size());
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      t [i] = 0 ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      t [__route [i]] ++ ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (t [i] != 1)
+        {
+          t.clear();
+          return false ;
+        }
+    }
+
+  t.clear();
+  return true ; // OK.
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_valid.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_valid.h
new file mode 100755
index 000000000..607728e8b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/route_valid.h
@@ -0,0 +1,44 @@
+/*
+* <route_valid.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_valid_h
+#define route_valid_h
+
+#include "route.h"
+
+bool valid (Route & __route) ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/tsp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/tsp
new file mode 100755
index 000000000..adf8189ca
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/tsp
@@ -0,0 +1,41 @@
+/* 
+* <tsp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+#ifndef __tsp
+#define __tsp
+
+#include "tsp.h"
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/tsp.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/tsp.h
new file mode 100755
index 000000000..ba249a794
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/tsp.h
@@ -0,0 +1,60 @@
+/*
+* <tsp.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef __tsp_h
+#define __tsp_h
+
+#include "city_swap.h"
+#include "edge_xover.h"
+#include "graph.h"
+#include "mix.h"
+#include "order_xover.h"
+#include "partial_mapped_xover.h"
+#include "part_route_eval.h"
+#include "part_two_opt_init.h"
+#include "part_two_opt_next.h"
+#include "route_eval.h"
+#include "route.h"
+#include "route_init.h"
+#include "route_valid.h"
+#include "two_opt.h"
+#include "two_opt_incr_eval.h"
+#include "two_opt_init.h"
+#include "two_opt_next.h"
+#include "two_opt_rand.h"
+#include "two_opt_tabu_list.h"
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt.cpp
new file mode 100755
index 000000000..146c6c6c2
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt.cpp
@@ -0,0 +1,72 @@
+/*
+* <two_opt.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt.h"
+
+TwoOpt TwoOpt :: operator ! () const
+  {
+    TwoOpt move = * this ;
+    std :: swap (move.first, move.second) ;
+
+    return move ;
+  }
+
+void TwoOpt :: operator () (Route & __route)
+{
+
+  std :: vector <unsigned int> seq_cities ;
+
+  for (unsigned int i = second ; i > first ; i --)
+    {
+      seq_cities.push_back (__route [i]) ;
+    }
+
+  unsigned int j = 0 ;
+  for (unsigned int i = first + 1 ; i < second + 1 ; i ++)
+    {
+      __route [i] = seq_cities [j ++] ;
+    }
+}
+
+void TwoOpt :: readFrom (std :: istream & __is)
+{
+  __is >> first >> second ;
+}
+
+void TwoOpt :: printOn (std :: ostream & __os) const
+  {
+    __os << first << ' ' << second ;
+  }
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt.h
new file mode 100755
index 000000000..6b9cf435f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt.h
@@ -0,0 +1,61 @@
+/*
+* <two_opt.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_h
+#define two_opt_h
+
+#include <eoPersistent.h>
+
+#include <utility>
+#include <moMove.h>
+
+#include "route.h"
+
+class TwoOpt : public moMove <Route>, public std :: pair <unsigned, unsigned>, public eoPersistent
+  {
+
+  public :
+
+    TwoOpt operator ! () const ;
+
+    void operator () (Route & __route) ;
+
+    void readFrom (std :: istream & __is) ;
+
+    void printOn (std :: ostream & __os) const ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_incr_eval.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_incr_eval.cpp
new file mode 100755
index 000000000..2d4657b73
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_incr_eval.cpp
@@ -0,0 +1,53 @@
+/*
+* <two_opt_incr_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_incr_eval.h"
+#include "graph.h"
+
+tspFitness TwoOptIncrEval :: operator () (const TwoOpt & __move, const Route & __route)
+{
+  // From
+  unsigned int v1 = __route [__move.first], v1_next = __route [__move.first + 1] ;
+
+  // To
+  unsigned int v2 = __route [__move.second], v2_next = __route [__move.second + 1] ;
+
+  return __route.fitness ()
+         + Graph :: distance (v1, v2)
+         + Graph :: distance (v1_next, v2_next)
+         - Graph :: distance (v1, v1_next)
+         - Graph :: distance (v2, v2_next)  ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_incr_eval.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_incr_eval.h
new file mode 100755
index 000000000..91ffca098
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_incr_eval.h
@@ -0,0 +1,51 @@
+/*
+* <two_opt_incr_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_optincr_eval_h
+#define two_optincr_eval_h
+
+#include <moMoveIncrEval.h>
+#include "two_opt.h"
+
+class TwoOptIncrEval : public moMoveIncrEval <TwoOpt>
+  {
+  public :
+
+    tspFitness  operator () (const TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_init.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_init.cpp
new file mode 100755
index 000000000..2e593db0a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_init.cpp
@@ -0,0 +1,45 @@
+/*
+* <two_opt_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_init.h"
+
+void TwoOptInit :: operator () (TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  _move.first = 0 ;
+  _move.second = 2 ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_init.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_init.h
new file mode 100755
index 000000000..1b2a5e376
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_init.h
@@ -0,0 +1,54 @@
+/*
+* <two_opt_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_init_h
+#define two_opt_init_h
+
+#include <moMoveInit.h>
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class TwoOptInit : public moMoveInit <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & _move, const Route & _route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_next.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_next.cpp
new file mode 100755
index 000000000..2438390fd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_next.cpp
@@ -0,0 +1,59 @@
+/*
+* <two_opt_next.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  if (_move.first == Graph :: size () - 4 && _move.second == _move.first + 2)
+    {
+      return false ;
+    }
+  else
+    {
+      _move.second ++ ;
+      if (_move.second == Graph :: size () - 1)
+        {
+          _move.first ++ ;
+          _move.second = _move.first + 2 ;
+        }
+
+      return true ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_next.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_next.h
new file mode 100755
index 000000000..f57595cd6
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_next.h
@@ -0,0 +1,53 @@
+/*
+* <two_opt_next.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_next_h
+#define two_opt_next_h
+
+#include <moNextMove.h>
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class TwoOptNext : public moNextMove <TwoOpt>
+  {
+
+  public :
+
+    bool operator () (TwoOpt & _move, const Route & _route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_rand.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_rand.cpp
new file mode 100755
index 000000000..956bddfb0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_rand.cpp
@@ -0,0 +1,45 @@
+/*
+* <two_opt_rand.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_rand.h"
+#include "graph.h"
+#include <utils/eoRNG.h>
+
+void TwoOptRand :: operator () (TwoOpt & __move)
+{
+  __move.first = rng.random (Graph :: size () - 3) ;
+  __move.second = __move.first + 2 + rng.random (Graph :: size () - __move.first - 3) ;
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_rand.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_rand.h
new file mode 100755
index 000000000..e6e0bdff2
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_rand.h
@@ -0,0 +1,53 @@
+/*
+* <two_opt_rand.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_rand_h
+#define two_opt_rand_h
+
+#include <moRandMove.h>
+
+#include "two_opt.h"
+
+class TwoOptRand : public moRandMove <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & __move) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_tabu_list.cpp b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_tabu_list.cpp
new file mode 100755
index 000000000..290eef7f7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_tabu_list.cpp
@@ -0,0 +1,93 @@
+/*
+* <two_opt_tabu_list.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_tabu_list.h"
+#include "graph.h"
+
+#define TABU_LENGTH 10
+
+void
+TwoOptTabuList :: init ()
+{
+  // Size (eventually)
+  tabu_span.resize (Graph :: size ()) ;
+  for (unsigned int i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      tabu_span [i].resize (Graph :: size ()) ;
+    }
+
+  // Clear
+  for (unsigned int i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      for (unsigned int j = 0 ; j < tabu_span [i].size () ; j ++)
+        {
+          tabu_span [i] [j] = 0 ;
+        }
+    }
+}
+
+bool
+TwoOptTabuList :: operator () (const TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  return tabu_span [_move.first] [_move.second] > 0 ;
+}
+
+void
+TwoOptTabuList :: add (const TwoOpt & _move, const Route & _route)
+  {
+    Route route=_route;
+
+    tabu_span [_move.first] [_move.second] = tabu_span [_move.second] [_move.first] = TABU_LENGTH ;
+  }
+
+void
+TwoOptTabuList :: update ()
+{
+  unsigned int i,j;
+
+  for (i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      for (j = 0 ; j < tabu_span [i].size () ; j ++)
+        {
+          if ( tabu_span [i] [j] > 0 )
+            {
+              tabu_span [i] [j] -- ;
+            }
+        }
+    }
+}
diff --git a/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_tabu_list.h b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_tabu_list.h
new file mode 100755
index 000000000..236919f69
--- /dev/null
+++ b/contribution/trunk/tutos_META08/linux_64bits/tsp/src/two_opt_tabu_list.h
@@ -0,0 +1,63 @@
+/*
+* <two_opt_tabu_list.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_tabu_list_h
+#define two_opt_tabu_list_h
+
+#include <moTabuList.h>
+#include "two_opt.h"
+#include "route.h"
+
+/** The table of tabu movements, i.e. forbidden edges */
+class TwoOptTabuList : public moTabuList <TwoOpt>
+  {
+  public :
+
+    bool operator () (const TwoOpt & _move, const Route & _route) ;
+
+    void add (const TwoOpt & _move, const Route & _route) ;
+
+    void update () ;
+
+    void init () ;
+
+  private :
+
+    std :: vector <std :: vector <unsigned> > tabu_span ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/CMakeLists.txt
new file mode 100755
index 000000000..8fe971cdc
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/CMakeLists.txt
@@ -0,0 +1,147 @@
+######################################################################################
+### 1) Project properties
+######################################################################################
+
+# set the project name
+PROJECT(TUTORIAUX)
+
+# check cmake version compatibility
+CMAKE_MINIMUM_REQUIRED(VERSION 2.4 FATAL_ERROR)
+
+# regular expression checking
+INCLUDE_REGULAR_EXPRESSION("^.*$" "^$")
+
+# set a language
+ENABLE_LANGUAGE(CXX)
+ENABLE_LANGUAGE(C)
+
+#####################################################################################
+
+
+######################################################################################
+### 2) Include the main configuration variables
+######################################################################################
+
+# Need the config file whose full path is given thanks to the "config" variable
+INCLUDE("install.cmake")
+
+######################################################################################
+
+
+######################################################################################
+### 3) Paths checking 
+######################################################################################
+
+IF(WIN32)
+  SET (ABSOLUTE_PATH_REGEX "^[A-Z]:|^[a-z]:")
+ELSE(WIN32)
+  SET (ABSOLUTE_PATH_REGEX "^/")
+ENDIF(WIN32)
+
+SET(REQUIRED_PATHS "PARADISEO_EO_SRC_DIR" "PARADISEO_EO_BIN_DIR" "PARADISEO_MO_SRC_DIR" "PARADISEO_MO_BIN_DIR" "PARADISEO_MO_SRC_DIR" "PARADISEO_MOEO_BIN_DIR")
+FOREACH (path ${REQUIRED_PATHS})
+	  	IF(EXISTS ${${path}})
+			MESSAGE (STATUS "Using ${path}=${${path}}")
+		ELSE(EXISTS ${${path}})
+			MESSAGE (FATAL_ERROR "\n Cannot find \"${${path}}\". Please, fill \"${config}\" with a correct value")
+		ENDIF(EXISTS ${${path}})
+		
+		IF(NOT ${${path}} MATCHES "${ABSOLUTE_PATH_REGEX}")
+			MESSAGE (FATAL_ERROR "${${path}} MUST BE an absolute path")
+		ENDIF(NOT ${${path}} MATCHES "${ABSOLUTE_PATH_REGEX}")
+ENDFOREACH (path ${REQUIRED_PATHS})
+######################################################################################
+
+ADD_CUSTOM_TARGET(installall DEPENDS
+	${SOURCES_DIR}/tsp/benchs
+	${SOURCES_DIR}/flowshop/benchs
+	${SOURCES_DIR}/EO_lesson1/param
+	${SOURCES_DIR}/MO_lesson1/param
+	${SOURCES_DIR}/MO_lesson2/param
+	${SOURCES_DIR}/MO_lesson3/param
+	${SOURCES_DIR}/MO_lesson4/param
+	${SOURCES_DIR}/MOEO_lesson/param
+	${SOURCES_DIR}/hybrid_lesson/param	
+)
+
+ADD_CUSTOM_COMMAND(
+    TARGET installall
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_directory 
+      ${SOURCES_DIR}/tsp/benchs
+      ${INSTALL_DIR}/tsp/benchs)
+
+ADD_CUSTOM_COMMAND(
+    TARGET installall
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_directory 
+      ${SOURCES_DIR}/flowshop/benchs
+      ${INSTALL_DIR}/flowshop/benchs)
+
+ADD_CUSTOM_COMMAND(
+    TARGET installall
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/EO_lesson1/param
+      ${INSTALL_DIR}/EO_lesson1/Release)
+
+ADD_CUSTOM_COMMAND(
+    TARGET installall
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MOEO_lesson/param
+      ${INSTALL_DIR}/MOEO_lesson/Release)
+
+ADD_CUSTOM_COMMAND(
+    TARGET installall
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MO_lesson1/param
+      ${INSTALL_DIR}/MO_lesson1/Release)
+
+ADD_CUSTOM_COMMAND(
+    TARGET installall
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MO_lesson2/param
+      ${INSTALL_DIR}/MO_lesson2/Release)
+
+ADD_CUSTOM_COMMAND(
+    TARGET installall
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MO_lesson3/param
+      ${INSTALL_DIR}/MO_lesson3/Release)
+
+ADD_CUSTOM_COMMAND(
+    TARGET installall
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MO_lesson4/param
+      ${INSTALL_DIR}/MO_lesson4/Release)
+
+ADD_CUSTOM_COMMAND(
+    TARGET installall
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/hybrid_lesson/param
+      ${INSTALL_DIR}/hybrid_lesson/Release)
+
+
+######################################################################################
+### 6) Where must cmake go now ?
+######################################################################################
+
+SUBDIRS(tsp EO_lesson1 MO_lesson1 MO_lesson2 MO_lesson3 MO_lesson4 flowshop MOEO_lesson hybrid_lesson) 
+
+######################################################################################
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/EO_lesson1/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/EO_lesson1/CMakeLists.txt
new file mode 100755
index 000000000..3071d2479
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/EO_lesson1/CMakeLists.txt
@@ -0,0 +1,57 @@
+######################################################################################
+### 1) Include the sources
+######################################################################################
+
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src/utils)
+INCLUDE_DIRECTORIES(${PARADISEO_MO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${SOURCES_DIR}/tsp/src)
+######################################################################################
+
+
+######################################################################################
+### 2) Specify where CMake can find the libraries
+######################################################################################
+
+
+#IF(NOT WIN32 OR CYGWIN)  
+  LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib ${INSTALL_DIR}/tsp/lib)
+#ENDIF(NOT WIN32 OR CYGWIN)
+
+# especially for Visual Studio
+#IF(WIN32 AND NOT CYGWIN)  
+#  	LINK_DIRECTORIES(${EO_BINARY_DIR}\\lib\\${CMAKE_BUILD_TYPE${INSTALL_DIR}\\tsp\\lib\\${CMAKE_BUILD_TYPE})
+#ENDIF(WIN32 AND NOT CYGWIN) 
+
+######################################################################################
+
+
+######################################################################################
+### 3) Define your target(s): just an executable here
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS ${SOURCES_DIR}/EO_lesson1/param )
+
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/EO_lesson1/param
+      ${INSTALL_DIR}/EO_lesson1)
+
+ADD_EXECUTABLE(tsp_EA tsp.cpp) 
+
+ADD_DEPENDENCIES(tsp_EA tsp)
+######################################################################################
+
+
+######################################################################################
+### 4) Link the librairies for your target(s)
+######################################################################################
+
+TARGET_LINK_LIBRARIES(tsp_EA tsp eo eoutils) 
+
+######################################################################################
+
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/EO_lesson1/param b/contribution/trunk/tutos_META08/not_compiled/EO_lesson1/param
new file mode 100755
index 000000000..c1bcf6d19
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/EO_lesson1/param
@@ -0,0 +1,9 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp       # Path to the instance.
+--popSize=100                            # Size of the population.
+--nbOffspring=100                           # Number of selected parents.
+--maxGen=1000                           # Maximum number of iterations.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/EO_lesson1/tsp.cpp b/contribution/trunk/tutos_META08/not_compiled/EO_lesson1/tsp.cpp
new file mode 100755
index 000000000..1c927b6d0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/EO_lesson1/tsp.cpp
@@ -0,0 +1,160 @@
+/* 
+* <tsp.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Thomas Legrand
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <eo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int main (int _argc, char* _argv [])
+{
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  unsigned int seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  std::string instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  unsigned int populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
+  unsigned int maxGen=atoi( (parser.getParamWithLongName("maxGen")->getValue()).c_str() );
+  double crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
+  double mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
+  unsigned int nbOffspring=atoi( (parser.getParamWithLongName("nbOffspring")->getValue()).c_str() );
+  std::string crossoverType=parser.getParamWithLongName("crossType")->getValue();
+
+  // random number generator
+  srand (seed);
+  
+  // load test instance
+  Graph::load(instancePath.c_str());
+
+
+
+  /*** the representation-dependent things ***/
+  
+  // the evaluation function
+  RouteEval full_eval ;
+  // the genotype (through a genotype initializer)
+  RouteInit init ;
+  // crossover
+  eoQuadOp <Route>*crossover;
+  if(crossoverType.compare("Partial")==0)
+  {
+      crossover=new PartialMappedXover();
+  }
+  else if (crossoverType.compare("Order")==0)
+  {
+      crossover=new OrderXover();
+  }
+  else if (crossoverType.compare("Edge")==0)
+  {
+      crossover=new EdgeXover();
+  }
+  else
+  {
+      throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
+  }
+  // mutation 
+  CitySwap mutation ;
+  // variation operators
+  eoSGATransform <Route> transform (*crossover, crossoverRate, mutation, mutationRate) ; 
+
+
+
+   /*** the representation-independent things ***/
+  
+  // initialization of the population
+   eoPop <Route> pop (populationSize, init) ;
+   apply <Route> (full_eval, pop) ;
+   // select
+   eoDetTournamentSelect <Route> select_one ;
+   eoSelectNumber <Route> select (select_one, nbOffspring) ;
+   // replace
+   eoGenerationalReplacement <Route> genReplace;
+   eoWeakElitistReplacement <Route> replace(genReplace);
+   // stopping criteria
+   eoGenContinue <Route> continu (maxGen) ;
+   // algorithm
+   eoEasyEA <Route> ea (continu, full_eval, select, transform, replace) ;
+
+  
+
+   /*** Go ! ***/
+
+   // initial solution
+   std :: cout << "[From] " << pop.best_element () << std :: endl ;
+  
+   // run the algo
+   ea(pop);
+
+   // final solution
+  std :: cout << "[To] " << pop.best_element () << std :: endl ;
+  
+
+
+  // delete pointer
+  delete(crossover);
+
+  // that's all
+  return EXIT_SUCCESS;
+}
+
+
+
+void manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  _parser.getORcreateParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)1000, "maxGen", "Maximum number of generations.", 0, "Configuration", false);
+  _parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
+  _parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)100, "nbOffspring", "Number of offspring.", 0, "Configuration", false);
+  _parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.", 0, "Configuration", false);
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/MOEO_lesson/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/MOEO_lesson/CMakeLists.txt
new file mode 100755
index 000000000..736e780a8
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MOEO_lesson/CMakeLists.txt
@@ -0,0 +1,52 @@
+######################################################################################
+### 1) Include the sources
+######################################################################################
+
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src/utils)
+INCLUDE_DIRECTORIES(${PARADISEO_MOEO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${SOURCES_DIR}/flowshop/src)
+######################################################################################
+
+
+######################################################################################
+### 2) Specify where CMake can find the libraries
+######################################################################################
+
+LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib)
+
+LINK_DIRECTORIES(${PARADISEO_MOEO_BIN_DIR}/lib)
+
+LINK_DIRECTORIES(${INSTALL_DIR}/flowshop/lib)
+
+######################################################################################
+
+
+######################################################################################
+### 3) Define your target(s): just an executable here
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS ${SOURCES_DIR}/MOEO_lesson/param )
+
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MOEO_lesson/param
+      ${INSTALL_DIR}/MOEO_lesson)
+
+ADD_EXECUTABLE(FlowShopEA FlowShopEA.cpp) 
+ADD_DEPENDENCIES(FlowShopEA flowshop)
+
+######################################################################################
+
+
+######################################################################################
+### 4) Link the librairies for your target(s)
+######################################################################################
+
+TARGET_LINK_LIBRARIES(FlowShopEA flowshop eo eoutils moeo)
+
+######################################################################################
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/MOEO_lesson/FlowShopEA.cpp b/contribution/trunk/tutos_META08/not_compiled/MOEO_lesson/FlowShopEA.cpp
new file mode 100755
index 000000000..54d365bb7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MOEO_lesson/FlowShopEA.cpp
@@ -0,0 +1,132 @@
+/*
+* <FlowShopEA.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+
+// moeo general include
+#include <moeo>
+// for the creation of an evaluator
+#include <make_eval_FlowShop.h>
+// for the creation of an initializer
+#include <make_genotype_FlowShop.h>
+// for the creation of the variation operators
+#include <make_op_FlowShop.h>
+// how to initialize the population
+#include <do/make_pop.h>
+// the stopping criterion
+#include <do/make_continue_moeo.h>
+// outputs (stats, population dumps, ...)
+#include <do/make_checkpoint_moeo.h>
+// evolution engine (selection and replacement)
+#include <do/make_ea_moeo.h>
+// simple call to the algo
+#include <do/make_run.h>
+// checks for help demand, and writes the status file and make_help; in libutils
+void make_help(eoParser & _parser);
+// definition of the representation
+#include <FlowShop.h>
+
+
+using namespace std;
+
+
+int main(int argc, char* argv[])
+{
+  try
+    {
+
+      eoParser parser(argc, argv);  // for user-parameter reading
+      eoState state;                // to keep all things allocated
+
+
+      /*** the representation-dependent things ***/
+
+      // The evaluation
+      eoEvalFuncCounter<FlowShop>& eval = do_make_eval(parser, state);
+      // the genotype (through a genotype initializer)
+      eoInit<FlowShop>& init = do_make_genotype(parser, state);
+      // the variation operators
+      eoGenOp<FlowShop>& op = do_make_op(parser, state);
+
+
+      /*** the representation-independent things ***/
+
+      // initialization of the population
+      eoPop<FlowShop>& pop = do_make_pop(parser, state, init);
+      // definition of the archive
+      moeoArchive<FlowShop> arch;
+      // stopping criteria
+      eoContinue<FlowShop>& term = do_make_continue_moeo(parser, state, eval);
+      // output
+      eoCheckPoint<FlowShop>& checkpoint = do_make_checkpoint_moeo(parser, state, eval, term, pop, arch);
+      // algorithm
+      eoAlgo<FlowShop>& algo = do_make_ea_moeo(parser, state, eval, checkpoint, op, arch);
+
+
+      /*** Go ! ***/
+
+      // help ?
+      make_help(parser);
+
+      // first evalution (for printing)
+      apply<FlowShop>(eval, pop);
+
+      // printing of the initial population
+      cout << "Initial Population\n";
+      pop.sortedPrintOn(cout);
+      cout << endl;
+
+      // run the algo
+      algo(pop);
+
+      // printing of the final population
+      cout << "Final Population\n";
+      pop.sortedPrintOn(cout);
+      cout << endl;
+
+      // printing of the final archive
+      cout << "Final Archive\n";
+      arch.sortedPrintOn(cout);
+      cout << endl;
+
+
+    }
+  catch (exception& e)
+    {
+      cout << e.what() << endl;
+    }
+  return EXIT_SUCCESS;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/MOEO_lesson/param b/contribution/trunk/tutos_META08/not_compiled/MOEO_lesson/param
new file mode 100755
index 000000000..3b07a9208
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MOEO_lesson/param
@@ -0,0 +1,33 @@
+######    Evolution Engine        ######
+--popSize=100                              # -P : Population Size
+--updateArch=1                             # Update the archive at each gen.
+--fitness=FastNonDominatedSorting          # -F : Fitness assignment scheme: Dummy, FastNonDominatedSorting or IndicatorBased
+--indicator=Epsilon                        # -i : Binary indicator for IndicatorBased: Epsilon, Hypervolume
+--diversity=Crowding                       # -D : Diversity assignment scheme: Dummy, Sharing(nicheSize) or Crowding
+--comparator=FitnessThenDiversity          # -C : Comparator scheme: FitnessThenDiversity, DiversityThenFitness or Aggregative
+--selection=DetTour(2)                     # -S : Selection scheme: DetTour(T), StochTour(t) or Random
+--replacement=Elitist                      # -R : Replacement scheme: Elitist, Environmental or Generational
+--nbOffspring=100%                         # -O : Number of offspring (percentage or absolute)
+
+######    Output                  ######
+--resDir=Res                               # Directory to store DISK outputs
+--eraseDir=1                               # erase files in dirName if any
+--printPop=0                               # Print sorted pop. every gen.
+--storeArch=1                              # Store the archive's objective vectors at each gen.
+--contribution=0                           # Store the contribution of the archive at each gen.
+--entropy=0                                # Store the entropy of the archive at each gen.
+
+######    Representation          ######
+--BenchmarkFile=../flowshop/benchs/020_10_01.txt  # -B : Benchmark file name REQUIRED
+
+######    Stopping criterion      ######
+--maxGen=100                               # -G : Maximum number of generations (0 = none)
+--maxEval=0                                # -E : Maximum number of evaluations (0 = none)
+--maxTime=0                                # -T : Maximum running time in seconds (0 = none)
+
+######    Variation Operators     ######
+--crossRate=1                              # Relative rate for the only crossover
+--shiftMutRate=0.5                         # Relative rate for shift mutation
+--exchangeMutRate=0.5                      # Relative rate for exchange mutation
+--pCross=0.25                              # -c : Probability of Crossover
+--pMut=0.35                                # -m : Probability of Mutation
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson1/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/MO_lesson1/CMakeLists.txt
new file mode 100755
index 000000000..4752c6de1
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson1/CMakeLists.txt
@@ -0,0 +1,49 @@
+######################################################################################
+### 1) Include the sources
+######################################################################################
+
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src/utils)
+INCLUDE_DIRECTORIES(${PARADISEO_MO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${SOURCES_DIR}/tsp/src)
+######################################################################################
+
+
+######################################################################################
+### 2) Specify where CMake can find the libraries
+######################################################################################
+
+LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib ${INSTALL_DIR}/tsp/lib)
+
+######################################################################################
+
+
+######################################################################################
+### 3) Define your target(s): just an executable here
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS ${SOURCES_DIR}/MO_lesson1/param )
+
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MO_lesson1/param
+      ${INSTALL_DIR}/MO_lesson1)
+
+ADD_EXECUTABLE(hill_climbing hill_climbing.cpp) 
+
+ADD_DEPENDENCIES(hill_climbing tsp)
+######################################################################################
+
+
+######################################################################################
+### 4) Link the librairies for your target(s)
+######################################################################################
+
+TARGET_LINK_LIBRARIES(hill_climbing tsp eo eoutils) 
+
+######################################################################################
+
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson1/hill_climbing.cpp b/contribution/trunk/tutos_META08/not_compiled/MO_lesson1/hill_climbing.cpp
new file mode 100755
index 000000000..88fd13fdb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson1/hill_climbing.cpp
@@ -0,0 +1,134 @@
+/*
+  <hill_climbing.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, selectionType;
+  unsigned int seed;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  selectionType=parser.getParamWithLongName("selectionType")->getValue();
+
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moMoveSelect<TwoOpt>* two_opt_selection;
+
+  if(selectionType.compare("Best")==0)
+    {
+      two_opt_selection= new moBestImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("First")==0)
+    {
+      two_opt_selection= new moFirstImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("Random")==0)
+    {
+      two_opt_selection= new moRandImprSelect<TwoOpt>();
+    }
+  else
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the type of selection '"+selectionType+"' is not correct.");
+    }
+
+  moHC <TwoOpt> hill_climbing (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation, 
+			       *two_opt_selection, full_evaluation);
+  hill_climbing (solution) ;
+  
+  std :: cout << "[To] " << solution << std :: endl;
+  
+  delete(two_opt_selection);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+  
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Best"), "selectionType", "Type of the selection: 'Best', 'First' or 'Random'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson1/param b/contribution/trunk/tutos_META08/not_compiled/MO_lesson1/param
new file mode 100755
index 000000000..6340accbe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson1/param
@@ -0,0 +1,3 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp  # Path to the instance.
+--selectionType=Best                       # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson2/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/MO_lesson2/CMakeLists.txt
new file mode 100755
index 000000000..ef8799aa5
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson2/CMakeLists.txt
@@ -0,0 +1,61 @@
+
+
+######################################################################################
+### 1) Include the sources
+######################################################################################
+
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src/utils)
+INCLUDE_DIRECTORIES(${PARADISEO_MO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${SOURCES_DIR}/tsp/src)
+######################################################################################
+
+######################################################################################
+### 2) Specify where CMake can find the libraries
+######################################################################################
+
+LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib ${INSTALL_DIR}/tsp/lib)
+
+######################################################################################
+
+
+
+######################################################################################
+### 3) Define your target(s): just an executable here
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS ${SOURCES_DIR}/MO_lesson2/param )
+
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MO_lesson2/param
+      ${INSTALL_DIR}/MO_lesson2)
+
+ADD_EXECUTABLE(tabu_search tabu_search.cpp) 
+
+ADD_DEPENDENCIES(tabu_search tsp)
+######################################################################################
+
+
+
+######################################################################################
+### 4) Optionnal: define your target(s)'s version: no effect for windows
+######################################################################################
+
+#SET(TABUSEARCH_VERSION ${GLOBAL_VERSION})
+#SET_TARGET_PROPERTIES(tabu_search PROPERTIES VERSION "${TABUSEARCH_VERSION}")
+######################################################################################
+
+
+
+######################################################################################
+### 5) Link the librairies for your target(s)
+######################################################################################
+
+TARGET_LINK_LIBRARIES(tabu_search tsp eo eoutils) 
+
+######################################################################################
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson2/param b/contribution/trunk/tutos_META08/not_compiled/MO_lesson2/param
new file mode 100755
index 000000000..e11757ccf
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson2/param
@@ -0,0 +1,5 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance
+--tabuListSize=10                        # Size of the tabu list
+--maxIter=1000                           # Maximum number of iterations
+--tabuListType=TwoOpt                    # Type of the tabu list: 'TwoOpt', 'SimpleMove' or 'SimpleSolution'
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson2/tabu_search.cpp b/contribution/trunk/tutos_META08/not_compiled/MO_lesson2/tabu_search.cpp
new file mode 100755
index 000000000..0588fd674
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson2/tabu_search.cpp
@@ -0,0 +1,145 @@
+/*
+  <tabu_search.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, value;
+  unsigned int seed, maxIterations, tabuListSize;
+
+  eoParser parser(_argc, _argv); 
+  
+  manage_configuration_file(parser);
+  
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+  tabuListSize=atoi( (parser.getParamWithLongName("tabuListSize")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  value=parser.getParamWithLongName("tabuListType")->getValue();
+  
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer(solution);
+
+  RouteEval full_evaluation;
+  full_evaluation(solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moTabuList<TwoOpt> *tabuList;
+
+  if(value.compare("TwoOpt")==0)
+    {
+      tabuList=new TwoOptTabuList();
+    }
+  else if (value.compare("SimpleMove")==0)
+    {
+      tabuList=new moSimpleMoveTabuList<TwoOpt>(tabuListSize);
+    }
+  else if (value.compare("SimpleSolution")==0)
+    {
+      tabuList=new moSimpleSolutionTabuList<TwoOpt>(tabuListSize);
+    }
+  else
+    {
+      throw std::runtime_error("[tabu_search.cpp]: the type of tabu list '"+value+"' is not correct.");
+    }
+
+  moNoAspirCrit <TwoOpt> aspiration_criterion;
+
+  moGenSolContinue <Route> continu (maxIterations);
+  
+  moTS <TwoOpt> tabu_search (two_opt_initializer, two_opt_next_move_generator, 
+			     two_opt_incremental_evaluation, *tabuList, aspiration_criterion, continu, full_evaluation);
+  tabu_search(solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  delete(tabuList);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)10, "tabuListSize", "Size of the tabu list.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("TwoOpt"), "tabuListType", "Type of the tabu list: 'TwoOpt', 'SimpleMove' or 'SimpleSolution'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tabu_search.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson3/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/MO_lesson3/CMakeLists.txt
new file mode 100755
index 000000000..edb8f654d
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson3/CMakeLists.txt
@@ -0,0 +1,59 @@
+######################################################################################
+### 1) Include the sources
+######################################################################################
+
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src/utils)
+INCLUDE_DIRECTORIES(${PARADISEO_MO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${SOURCES_DIR}/tsp/src)
+######################################################################################
+
+######################################################################################
+### 2) Specify where CMake can find the libraries
+######################################################################################
+ 
+LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib ${INSTALL_DIR}/tsp/lib)
+
+######################################################################################
+
+
+
+######################################################################################
+### 3) Define your target(s): just an executable here
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS ${SOURCES_DIR}/MO_lesson3/param )
+
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MO_lesson3/param
+      ${INSTALL_DIR}/MO_lesson3)
+
+ADD_EXECUTABLE(simulated_annealing simulated_annealing.cpp) 
+
+ADD_DEPENDENCIES(simulated_annealing tsp)
+######################################################################################
+
+
+
+######################################################################################
+### 4) Optionnal: define your target(s)'s version: no effect for windows
+######################################################################################
+
+#SET(SIMULATEDANNEALING_VERSION ${GLOBAL_VERSION})
+#SET_TARGET_PROPERTIES(simulated_annealing PROPERTIES VERSION "${SIMULATEDANNEALING_VERSION}")
+######################################################################################
+
+
+
+######################################################################################
+### 5) Link the librairies for your target(s)
+######################################################################################
+
+TARGET_LINK_LIBRARIES(simulated_annealing tsp eo eoutils) 
+
+######################################################################################
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson3/param b/contribution/trunk/tutos_META08/not_compiled/MO_lesson3/param
new file mode 100755
index 000000000..e780ee1a7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson3/param
@@ -0,0 +1,8 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--maxIter=1000                           # Maximum number of iterations.
+--initialTemp=1000                       # Initial temperature.
+--threshold=0.1                          # Minimum temperature allowed.
+--expoRatio=0.98                         # Ratio used if exponential cooling schedule is chosen.
+--lineaRatio=0.5                         # Ratio used if linear cooling schedule is chosen.
+--coolSchedType=Expo                     # Type the cooling schedule: 'Expo' or 'Linear'.
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson3/simulated_annealing.cpp b/contribution/trunk/tutos_META08/not_compiled/MO_lesson3/simulated_annealing.cpp
new file mode 100755
index 000000000..4c5b36375
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson3/simulated_annealing.cpp
@@ -0,0 +1,148 @@
+/*
+  <simulated_annealing.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, value;
+  unsigned int seed, maxIterations;
+  double threshold, exponentialRatio, linearRatio, initialTemperature;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+  initialTemperature=atof( (parser.getParamWithLongName("initialTemp")->getValue()).c_str() );
+  threshold=atof( (parser.getParamWithLongName("threshold")->getValue()).c_str() );
+  exponentialRatio=atof( (parser.getParamWithLongName("expoRatio")->getValue()).c_str() );
+  linearRatio=atof( (parser.getParamWithLongName("lineaRatio")->getValue()).c_str() );
+  value=parser.getParamWithLongName("coolSchedType")->getValue();
+
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptRand two_opt_random_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  TwoOpt move;
+
+  moCoolingSchedule* coolingSchedule;
+
+  if(value.compare("Expo")==0)
+    {
+      coolingSchedule=new moExponentialCoolingSchedule(threshold, exponentialRatio);
+    }
+  else if (value.compare("Linear")==0)
+    {
+      coolingSchedule=new moLinearCoolingSchedule(threshold, linearRatio);
+    }
+  else
+    {
+      throw std::runtime_error("[simulated_annealing.cpp]: the type of cooling schedule '"+value+"' is not correct.");
+    }
+
+  moGenSolContinue <Route> continu (maxIterations);
+
+  moSA <TwoOpt> simulated_annealing (two_opt_random_move_generator, two_opt_incremental_evaluation,
+				     continu, initialTemperature, *coolingSchedule, full_evaluation);
+  simulated_annealing (solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  delete(coolingSchedule);
+
+  return EXIT_SUCCESS ;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)1000, "initialTemp", "Initial temperature.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.1, "threshold", "Minimum temperature allowed.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.98, "expoRatio", "Ratio used if exponential cooling schedule is chosen.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.5, "lineaRatio", "Ratio used if linear cooling schedule is chosen.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Expo"), "coolSchedType", "Type the cooling schedule: 'Expo' or 'Linear'.", 
+			   0, "Configuration", false);
+  
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[simulated_annealing.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson4/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/MO_lesson4/CMakeLists.txt
new file mode 100755
index 000000000..ee41febff
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson4/CMakeLists.txt
@@ -0,0 +1,61 @@
+
+
+######################################################################################
+### 1) Include the sources
+######################################################################################
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src/utils)
+INCLUDE_DIRECTORIES(${PARADISEO_MO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${SOURCES_DIR}/tsp/src)
+
+######################################################################################
+
+######################################################################################
+### 2) Specify where CMake can find the libraries
+######################################################################################
+
+LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib ${INSTALL_DIR}/tsp/lib)
+
+######################################################################################
+
+
+
+######################################################################################
+### 3) Define your target(s): just an executable here
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS ${SOURCES_DIR}/MO_lesson4/param )
+
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/MO_lesson4/param
+      ${INSTALL_DIR}/MO_lesson4)
+
+ADD_EXECUTABLE(iterated_local_search iterated_local_search.cpp) 
+
+ADD_DEPENDENCIES(iterated_local_search tsp)
+
+######################################################################################
+
+
+
+######################################################################################
+### 4) Optionnal: define your target(s)'s version: no effect for windows
+######################################################################################
+
+#SET(ITERATEDLOCALSEARCH_VERSION ${GLOBAL_VERSION})
+#SET_TARGET_PROPERTIES(iterated_local_search PROPERTIES VERSION "${ITERATEDLOCALSEARCH_VERSION}")
+######################################################################################
+
+
+
+######################################################################################
+### 5) Link the librairies for your target(s)
+######################################################################################
+
+TARGET_LINK_LIBRARIES(iterated_local_search tsp eo eoutils) 
+
+######################################################################################
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson4/iterated_local_search.cpp b/contribution/trunk/tutos_META08/not_compiled/MO_lesson4/iterated_local_search.cpp
new file mode 100755
index 000000000..4e32d4b8f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson4/iterated_local_search.cpp
@@ -0,0 +1,117 @@
+/*
+  <iterated_local_search.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath;
+  unsigned int seed, maxIterations;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+
+  srand(seed);
+  Graph::load (instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moBestImprSelect <TwoOpt> two_opt_selection;
+
+  moGenSolContinue <Route> continu(maxIterations);
+
+  moFitComparator<Route> comparator;
+
+  CitySwap perturbation;
+
+  moILS<TwoOpt> iterated_local_search (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation,
+				       two_opt_selection, continu, comparator, perturbation, full_evaluation) ;
+  iterated_local_search(solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[iterated_local_search.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/MO_lesson4/param b/contribution/trunk/tutos_META08/not_compiled/MO_lesson4/param
new file mode 100755
index 000000000..a74405dfe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/MO_lesson4/param
@@ -0,0 +1,3 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--maxIter=1000                           # Maximum number of iterations.
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/CMakeLists.txt
new file mode 100755
index 000000000..85a6748ec
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/CMakeLists.txt
@@ -0,0 +1,17 @@
+######################################################################################
+### 1) Where must cmake go now ?
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS  ${SOURCES_DIR}/flowshop/benchs)
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_directory 
+      ${SOURCES_DIR}/flowshop/benchs
+      ${INSTALL_DIR}/flowshop/benchs)
+
+SUBDIRS(src)
+
+######################################################################################
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_05_01.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_05_01.txt
new file mode 100755
index 000000000..2c2f78d86
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_05_01.txt
@@ -0,0 +1,63 @@
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_05_02.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_05_02.txt
new file mode 100755
index 000000000..c82c2d033
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_05_02.txt
@@ -0,0 +1,63 @@
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_10_01.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_10_01.txt
new file mode 100755
index 000000000..96bca095d
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_10_01.txt
@@ -0,0 +1,63 @@
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_10_02.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_10_02.txt
new file mode 100755
index 000000000..bf23361f5
--- /dev/null
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_20_01.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_20_01.txt
new file mode 100755
index 000000000..2ef8f0bee
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/020_20_01.txt
@@ -0,0 +1,63 @@
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/050_05_01.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/050_05_01.txt
new file mode 100755
index 000000000..5f4b46f37
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/050_05_01.txt
@@ -0,0 +1,153 @@
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new file mode 100755
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new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/100_05_01.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/100_05_01.txt
new file mode 100755
index 000000000..f0d8d9b38
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/100_10_01.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/100_10_01.txt
new file mode 100755
index 000000000..480d6be62
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/100_20_01.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/100_20_01.txt
new file mode 100755
index 000000000..f063c0f7c
--- /dev/null
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/200_10_01.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/200_10_01.txt
new file mode 100755
index 000000000..d1bccf9b0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/200_10_01.txt
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diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/README b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/README
new file mode 100755
index 000000000..7f3c69274
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/benchs/README
@@ -0,0 +1 @@
+Further benchmarks for the bi-objective flow-shop scheduling problem are available at http://www.lifl.fr/~liefooga/benchmarks/
\ No newline at end of file
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/CMakeLists.txt
new file mode 100755
index 000000000..2d4e4bb25
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/CMakeLists.txt
@@ -0,0 +1,28 @@
+######################################################################################
+### 1) Include the sources
+######################################################################################
+
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_MOEO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${CMAKE_CURRENT_SOURCE_DIR})
+
+######################################################################################
+
+
+######################################################################################
+### 2) Define your target(s): just the flow-shop lib here
+######################################################################################
+
+SET(FLOWSHOP_LIB_OUTPUT_PATH ${FLOWSHOP_BIN_DIR}/lib)
+SET(LIBRARY_OUTPUT_PATH ${FLOWSHOP_LIB_OUTPUT_PATH})
+
+SET (FLOWSHOP_SOURCES   FlowShopBenchmarkParser.cpp 
+			FlowShopEval.cpp 
+			FlowShopObjectiveVectorTraits.cpp 
+			FlowShopOpCrossoverQuad.cpp 
+			FlowShop.cpp)
+
+ADD_LIBRARY(flowshop STATIC ${FLOWSHOP_SOURCES})
+
+######################################################################################
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShop.cpp b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShop.cpp
new file mode 100755
index 000000000..0bf5dfe89
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShop.cpp
@@ -0,0 +1,43 @@
+/*
+* <FlowShop.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShop.h>
+
+std::string FlowShop::className() const
+  {
+    return "FlowShop";
+  }
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShop.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShop.h
new file mode 100755
index 000000000..993f901d8
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShop.h
@@ -0,0 +1,58 @@
+/*
+* <FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOP_H_
+#define FLOWSHOP_H_
+
+#include <core/moeoVector.h>
+#include <FlowShopObjectiveVector.h>
+
+/**
+ *  Structure of the genotype for the flow-shop scheduling problem: a vector of unsigned int int.
+ */
+class FlowShop: public moeoVector < FlowShopObjectiveVector , double , double , unsigned int >
+  {
+  public:
+
+    /**
+     * class name
+     */
+    std::string className() const;
+
+  };
+
+#endif /*FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopBenchmarkParser.cpp b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopBenchmarkParser.cpp
new file mode 100755
index 000000000..5a8b412b5
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopBenchmarkParser.cpp
@@ -0,0 +1,131 @@
+/*
+* <FlowShopBenchmarkParser.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <stdexcept>
+#include <FlowShopBenchmarkParser.h>
+
+FlowShopBenchmarkParser::FlowShopBenchmarkParser(const std::string _benchmarkFileName)
+{
+  init(_benchmarkFileName);
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getM()
+{
+  return M;
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getN()
+{
+  return N;
+}
+
+
+const std::vector< std::vector<unsigned int> > FlowShopBenchmarkParser::getP()
+{
+  return p;
+}
+
+
+const std::vector<unsigned int> FlowShopBenchmarkParser::getD()
+{
+  return d;
+}
+
+
+void FlowShopBenchmarkParser::printOn(std::ostream & _os) const
+  {
+    _os << "M=" << M << " N=" << N << std::endl;
+    _os << "*** processing times" << std::endl;
+    for (unsigned int i=0; i<M; i++)
+      {
+        for (unsigned int j=0; j<N; j++)
+          {
+            _os << p[i][j] << " ";
+          }
+        _os << std::endl;
+      }
+    _os << "*** due-dates" << std::endl;
+    for (unsigned int j=0; j<N; j++)
+      {
+        _os << d[j] << " ";
+      }
+    _os << std::endl << std::endl;
+  }
+
+
+void FlowShopBenchmarkParser::init(const std::string _benchmarkFileName)
+{
+  std::string buffer;
+  std::string::size_type start, end;
+  std::ifstream inputFile(_benchmarkFileName.data(), std::ios::in);
+  // opening of the benchmark file
+  if (! inputFile)
+    throw std::runtime_error("*** ERROR : Unable to open the benchmark file");
+  // number of jobs (N)
+  getline(inputFile, buffer, '\n');
+  N = atoi(buffer.data());
+  // number of machines M
+  getline(inputFile, buffer, '\n');
+  M = atoi(buffer.data());
+  // initial and current seeds (not used)
+  getline(inputFile, buffer, '\n');
+  // processing times and due-dates
+  p = std::vector< std::vector<unsigned int> > (M,N);
+  d = std::vector<unsigned int> (N);
+  // for each job...
+  for (unsigned int j=0 ; j<N ; j++)
+    {
+      // index of the job (<=> j)
+      getline(inputFile, buffer, '\n');
+      // due-date of the job j
+      getline(inputFile, buffer, '\n');
+      d[j] = atoi(buffer.data());
+      // processing times of the job j on each machine
+      getline(inputFile, buffer, '\n');
+      start = buffer.find_first_not_of(" ");
+      for (unsigned int i=0 ; i<M ; i++)
+        {
+          end = buffer.find_first_of(" ", start);
+          p[i][j] = atoi(buffer.substr(start, end-start).data());
+          start = buffer.find_first_not_of(" ", end);
+        }
+    }
+  // closing of the input file
+  inputFile.close();
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopBenchmarkParser.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopBenchmarkParser.h
new file mode 100755
index 000000000..0dc767bb0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopBenchmarkParser.h
@@ -0,0 +1,109 @@
+/*
+* <FlowShopBenchmarkParser.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPBENCHMARKPARSER_H_
+#define FLOWSHOPBENCHMARKPARSER_H_
+
+#include <fstream>
+#include <string>
+#include <vector>
+
+/**
+ * Class to handle parameters of a flow-shop instance from a benchmark file
+ */
+class FlowShopBenchmarkParser
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    FlowShopBenchmarkParser(const std::string _benchmarkFileName);
+
+
+    /**
+     * the number of machines
+     */
+    const unsigned int getM();
+
+
+    /**
+     * the number of jobs
+     */
+    const unsigned int getN();
+
+
+    /**
+     * the processing times
+     */
+    const std::vector < std::vector < unsigned int > > getP();
+
+
+    /**
+     * the due-dates
+     */
+    const std::vector < unsigned int > getD();
+
+
+    /**
+     * printing...
+     */
+    void printOn(std::ostream & _os) const;
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector < std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * Initialisation of the parameters with the data contained in the benchmark file
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    void init(const std::string _benchmarkFileName);
+
+  };
+
+#endif /*FLOWSHOPBENCHMARKPARSER_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopEval.cpp b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopEval.cpp
new file mode 100755
index 000000000..08465a6f8
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopEval.cpp
@@ -0,0 +1,90 @@
+/*
+* <FlowShopEval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopEval.h>
+
+
+FlowShopEval::FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d) :
+    M(_M), N (_N), p(_p), d(_d)
+{}
+
+
+void FlowShopEval::operator()(FlowShop & _flowshop)
+{
+  FlowShopObjectiveVector objVector;
+  objVector[0] = makespan(_flowshop);
+  objVector[1] = tardiness(_flowshop);
+  _flowshop.objectiveVector(objVector);
+}
+
+
+
+double FlowShopEval::makespan(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  return C[M-1][_flowshop[N-1]];
+}
+
+
+double FlowShopEval::tardiness(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  // tardiness computation
+  unsigned int long sum = 0;
+  for (unsigned int j=0 ; j<N ; j++)
+    sum += (unsigned int) std::max (0, (int) (C[M-1][_flowshop[j]] - d[_flowshop[j]]));
+  return sum;
+}
+
+
+std::vector< std::vector<unsigned int> > FlowShopEval::completionTime(const FlowShop & _flowshop)
+{
+  std::vector< std::vector<unsigned int> > C(M,N);
+  C[0][_flowshop[0]] = p[0][_flowshop[0]];
+  for (unsigned int j=1; j<N; j++)
+    C[0][_flowshop[j]] = C[0][_flowshop[j-1]] + p[0][_flowshop[j]];
+  for (unsigned int i=1; i<M; i++)
+    C[i][_flowshop[0]] = C[i-1][_flowshop[0]] + p[i][_flowshop[0]];
+  for (unsigned int i=1; i<M; i++)
+    for (unsigned int j=1; j<N; j++)
+      C[i][_flowshop[j]] = std::max(C[i][_flowshop[j-1]], C[i-1][_flowshop[j]]) + p[i][_flowshop[j]];
+  return C;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopEval.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopEval.h
new file mode 100755
index 000000000..2eeb83678
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopEval.h
@@ -0,0 +1,104 @@
+/*
+* <FlowShopEval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPEVAL_H_
+#define FLOWSHOPEVAL_H_
+
+#include <vector>
+#include <core/moeoEvalFunc.h>
+#include <FlowShop.h>
+
+/**
+ * Evaluation of the objective vector a (multi-objective) FlowShop object
+ */
+class FlowShopEval : public moeoEvalFunc<FlowShop>
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _M the number of machines 
+     * @param _N the number of jobs to schedule
+     * @param _p the processing times
+     * @param _d the due dates
+     */
+    FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d);
+
+
+    /**
+     * computation of the multi-objective evaluation of a FlowShop object
+     * @param _flowshop the FlowShop object to evaluate
+     */
+    void operator()(FlowShop & _flowshop);
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector< std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * computation of the makespan
+     * @param _flowshop the genotype to evaluate
+     */
+    double makespan(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the tardiness
+     * @param _flowshop the genotype to evaluate
+     */
+    double tardiness(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the completion times of a scheduling (for each job on each machine)
+     * C[i][j] = completion of the jth job of the scheduling on the ith machine
+     * @param _flowshop the genotype to evaluate
+     */
+    std::vector< std::vector<unsigned int> > completionTime (const FlowShop & _flowshop);
+
+  };
+
+#endif /*FLOWSHOPEVAL_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopInit.cpp b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopInit.cpp
new file mode 100755
index 000000000..dde677384
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopInit.cpp
@@ -0,0 +1,64 @@
+/*
+* <FlowShopInit.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopInit.h>
+
+
+FlowShopInit::FlowShopInit(unsigned int _N) : N(_N)
+{}
+
+
+void FlowShopInit::operator()(FlowShop & _flowshop)
+{
+  // scheduling vector
+  std::vector<unsigned int> scheduling(N);
+  // initialisation of possible values
+  std::vector<unsigned int> possibles(N);
+  for (unsigned int i=0 ; i<N ; i++)
+    possibles[i] = i;
+  // random initialization
+  unsigned int rInd;     // random index
+  for (unsigned int i=0; i<N; i++)
+    {
+      rInd = (unsigned int) rng.uniform(N-i);
+      scheduling[i] = possibles[rInd];
+      possibles[rInd] = possibles[N-i-1];
+    }
+  _flowshop.resize(N);
+  _flowshop.value(scheduling);
+  _flowshop.invalidate();	   // IMPORTANT in case the _genotype is old
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopInit.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopInit.h
new file mode 100755
index 000000000..d21072453
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopInit.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopInit.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPINIT_H_
+#define FLOWSHOPINIT_H_
+
+#include <eoInit.h>
+#include <FlowShop.h>
+
+/**
+ *  Initialization of a random genotype built by the default constructor of the FlowShop class
+ */
+typedef eoInitPermutation<FlowShop> FlowShopInit;
+
+#endif /*FLOWSHOPINIT_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopObjectiveVector.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopObjectiveVector.h
new file mode 100755
index 000000000..65814085f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopObjectiveVector.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopObjectiveVector.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTOR_H_
+#define FLOWSHOPOBJECTIVEVECTOR_H_
+
+#include <core/moeoRealObjectiveVector.h>
+#include <FlowShopObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector for multi-objective flow-shop problems: a vector of doubles
+ */
+typedef moeoRealObjectiveVector < FlowShopObjectiveVectorTraits > FlowShopObjectiveVector;
+
+#endif /*FLOWSHOPOBJECTIVEVECTOR_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopObjectiveVectorTraits.cpp b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopObjectiveVectorTraits.cpp
new file mode 100755
index 000000000..08487e873
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopObjectiveVectorTraits.cpp
@@ -0,0 +1,57 @@
+/*
+* <FlowShopObjectiveVectorTraits.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopObjectiveVectorTraits.h>
+
+
+bool FlowShopObjectiveVectorTraits::minimizing (int _i)
+{
+  // minimizing both
+  return true;
+}
+
+bool FlowShopObjectiveVectorTraits::maximizing (int _i)
+{
+  // minimizing both
+  return false;
+}
+
+unsigned int FlowShopObjectiveVectorTraits::nObjectives ()
+{
+  // 2 objectives
+  return 2;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopObjectiveVectorTraits.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopObjectiveVectorTraits.h
new file mode 100755
index 000000000..b95d6f2ea
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopObjectiveVectorTraits.h
@@ -0,0 +1,71 @@
+/*
+* <FlowShopObjectiveVectorTraits.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+#define FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+
+#include <core/moeoObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector traits for multi-objective flow-shop problems
+ */
+class FlowShopObjectiveVectorTraits : public moeoObjectiveVectorTraits
+  {
+  public:
+
+    /**
+     * Returns true if the _ith objective have to be minimzed
+     * @param _i index of the objective
+     */
+    static bool minimizing (int _i);
+
+
+    /**
+     * Returns true if the _ith objective have to be maximzed
+     * @param _i index of the objective
+     */
+    static bool maximizing (int _i);
+
+
+    /**
+     * Returns the number of objectives
+     */
+    static unsigned int nObjectives ();
+
+  };
+
+#endif /*FLOWSHOPOBJECTIVEVECTORTRAITS_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpCrossoverQuad.cpp b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpCrossoverQuad.cpp
new file mode 100755
index 000000000..5b64c7e41
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpCrossoverQuad.cpp
@@ -0,0 +1,110 @@
+/*
+* <FlowShopOpCrossoverQuad.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopOpCrossoverQuad.h>
+
+
+std::string FlowShopOpCrossoverQuad::className() const
+  {
+    return "FlowShopOpCrossoverQuad";
+  }
+
+
+bool FlowShopOpCrossoverQuad::operator()(FlowShop & _flowshop1, FlowShop & _flowshop2)
+{
+  bool oneAtLeastIsModified;
+  // computation of the 2 random points
+  unsigned int point1, point2;
+  do
+    {
+      point1 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+      point2 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+    }
+  while (fabs((double) point1-point2) <= 2);
+  // computation of the offspring
+  FlowShop offspring1 = generateOffspring(_flowshop1, _flowshop2, point1, point2);
+  FlowShop offspring2 = generateOffspring(_flowshop2, _flowshop1, point1, point2);
+  // does at least one genotype has been modified ?
+  if ((_flowshop1 != offspring1) || (_flowshop2 != offspring2))
+    {
+      // update
+      _flowshop1.value(offspring1);
+      _flowshop2.value(offspring2);
+      // at least one genotype has been modified
+      oneAtLeastIsModified = true;
+    }
+  else
+    {
+      // no genotype has been modified
+      oneAtLeastIsModified = false;
+    }
+  // return 'true' if at least one genotype has been modified
+  return oneAtLeastIsModified;
+}
+
+
+FlowShop FlowShopOpCrossoverQuad::generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2)
+{
+  FlowShop result = _parent1;
+  std::vector<bool> taken_values(result.size(), false);
+  if (_point1 > _point2)
+    std::swap(_point1, _point2);
+  /* first parent */
+  for (unsigned int i=0 ; i<=_point1 ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  for (unsigned int i=_point2 ; i<result.size() ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  /* second parent */
+  unsigned int i = _point1+1;
+  unsigned int j = 0;
+  while (i<_point2 && j<_parent2.size())
+    {
+      if (! taken_values[_parent2[j]])
+        {
+          result[i] = _parent2[j];
+          i++;
+        }
+      j++;
+    }
+  return result;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpCrossoverQuad.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpCrossoverQuad.h
new file mode 100755
index 000000000..79fe70128
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpCrossoverQuad.h
@@ -0,0 +1,78 @@
+/*
+* <FlowShopOpCrossoverQuad.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPCROSSOVERQUAD_H_
+#define FLOWSHOPOPCROSSOVERQUAD_H_
+
+#include <eoOp.h>
+#include <FlowShop.h>
+
+/**
+ * Quadratic crossover operator for flow-shop (modify the both genotypes)
+ */
+class FlowShopOpCrossoverQuad : public eoQuadOp < FlowShop >
+  {
+  public:
+
+    /**
+     * the class name (used to display statistics)
+     */
+    std::string className() const;
+
+
+    /**
+     * eoQuad crossover - _flowshop1 and _flowshop2 are the (future) offspring, i.e. _copies_ of the parents
+     * @param _flowshop1 the first parent
+     * @param _flowshop2 the second parent
+     */
+    bool operator()(FlowShop & _flowshop1, FlowShop & _flowshop2);
+
+
+  private:
+
+    /**
+     * generation of an offspring by a 2 points crossover
+     * @param _parent1 the first parent
+     * @param _parent2 the second parent
+     * @param _point1 the first point
+     * @param _point2 the second point
+     */
+    FlowShop generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2);
+
+  };
+
+#endif /*FLOWSHOPOPCROSSOVERQUAD_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpMutationExchange.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpMutationExchange.h
new file mode 100755
index 000000000..51801d9d9
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpMutationExchange.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationExchange.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONEXCHANGE_H_
+#define FLOWSHOPOPMUTATIONEXCHANGE_H_
+
+#include <eoSwapMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Exchange mutation operator for the flow-shop
+ */
+typedef eoSwapMutation<FlowShop> FlowShopOpMutationExchange;
+
+#endif /*FLOWSHOPOPMUTATIONEXCHANGE_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpMutationShift.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpMutationShift.h
new file mode 100755
index 000000000..523bb88f0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/FlowShopOpMutationShift.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationShift.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONSHIFT_H_
+#define FLOWSHOPOPMUTATIONSHIFT_H_
+
+#include <eoShiftMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Shift mutation operator for flow-shop
+ */
+typedef eoShiftMutation<FlowShop> FlowShopOpMutationShift;
+
+#endif /*FLOWSHOPOPMUTATIONSHIFT_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/make_eval_FlowShop.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/make_eval_FlowShop.h
new file mode 100755
index 000000000..680615af7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/make_eval_FlowShop.h
@@ -0,0 +1,81 @@
+/*
+* <make_eval_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_EVAL_FLOWSHOP_H_
+#define MAKE_EVAL_FLOWSHOP_H_
+
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoEvalFuncCounter.h>
+#include <FlowShop.h>
+#include <FlowShopBenchmarkParser.h>
+#include <FlowShopEval.h>
+
+/*
+ * This function creates an eoEvalFuncCounter<eoFlowShop> that can later be used to evaluate an individual.
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoEvalFuncCounter<FlowShop> & do_make_eval(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks)", 'B',"Representation", true).value();
+  if (benchmarkFileName == "")
+    {
+      std::string stmp = "*** Missing name of the benchmark file\n";
+      stmp += "    Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+      stmp += "    Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+      throw std::runtime_error(stmp.c_str());
+    }
+  // reading of the parameters contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int M = fParser.getM();
+  unsigned int N = fParser.getN();
+  std::vector< std::vector<unsigned int> > p = fParser.getP();
+  std::vector<unsigned int> d = fParser.getD();
+  // build of the initializer (a pointer, stored in the eoState)
+  FlowShopEval* plainEval = new FlowShopEval(M, N, p, d);
+  // turn that object into an evaluation counter
+  eoEvalFuncCounter<FlowShop>* eval = new eoEvalFuncCounter<FlowShop> (* plainEval);
+  // store in state
+  _state.storeFunctor(eval);
+  // and return a reference
+  return *eval;
+}
+
+#endif /*MAKE_EVAL_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/make_genotype_FlowShop.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/make_genotype_FlowShop.h
new file mode 100755
index 000000000..5487a0f17
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/make_genotype_FlowShop.h
@@ -0,0 +1,74 @@
+/*
+* <make_genotype_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_GENOTYPE_FLOWSHOP_H_
+#define MAKE_GENOTYPE_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <FlowShop.h>
+#include <FlowShopInit.h>
+#include <FlowShopBenchmarkParser.h>
+
+/*
+ * This function creates an eoInit<eoFlowShop> that can later be used to initialize the population (see make_pop.h).
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoInit<FlowShop> & do_make_genotype(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks/)", 'B',"Representation", true).value();
+  if (benchmarkFileName == "")
+    {
+      std::string stmp = "*** Missing name of the benchmark file\n";
+      stmp += "   Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+      stmp += "   Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+      throw std::runtime_error(stmp.c_str());
+    }
+  // reading of number of jobs to schedule contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int N = fParser.getN();
+  // build of the initializer (a pointer, stored in the eoState)
+  eoInit<FlowShop>* init = new FlowShopInit(N);
+  // store in state
+  _state.storeFunctor(init);
+  // and return a reference
+  return *init;
+}
+
+#endif /*MAKE_GENOTYPE_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/flowshop/src/make_op_FlowShop.h b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/make_op_FlowShop.h
new file mode 100755
index 000000000..4316f7f65
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/flowshop/src/make_op_FlowShop.h
@@ -0,0 +1,132 @@
+/*
+* <make_op_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_OP_FLOWSHOP_H_
+#define MAKE_OP_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoOp.h>
+#include <eoGenOp.h>
+#include <eoCloneOps.h>
+#include <eoOpContainer.h>
+#include <eoProportionalCombinedOp.h>
+#include <FlowShopOpCrossoverQuad.h>
+#include <FlowShopOpMutationShift.h>
+#include <FlowShopOpMutationExchange.h>
+
+/*
+ * This function builds the operators that will be applied to the eoFlowShop
+ * @param eoParameterLoader& _parser to get user parameters
+ * @param eoState& _state to store the memory
+ */
+eoGenOp<FlowShop> & do_make_op(eoParameterLoader& _parser, eoState& _state)
+{
+
+  /////////////////////////////
+  // Variation operators
+  ////////////////////////////
+
+  // the crossover
+  ////////////////
+
+  // a first crossover
+  eoQuadOp<FlowShop> *cross = new FlowShopOpCrossoverQuad;
+  // store in the state
+  _state.storeFunctor(cross);
+
+  // relative rate in the combination
+  double cross1Rate = _parser.createParam(1.0, "crossRate", "Relative rate for the only crossover", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedQuadOp<FlowShop> *propXover = new eoPropCombinedQuadOp<FlowShop>(*cross, cross1Rate);
+  // store in the state
+  _state.storeFunctor(propXover);
+
+
+  // the mutation
+  ///////////////
+
+  // a first mutation : the shift mutation
+  eoMonOp<FlowShop> *mut = new FlowShopOpMutationShift;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut1Rate = _parser.createParam(0.5, "shiftMutRate", "Relative rate for shift mutation", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedMonOp<FlowShop> *propMutation = new eoPropCombinedMonOp<FlowShop>(*mut, mut1Rate);
+  _state.storeFunctor(propMutation);
+
+  // a second mutation : the exchange mutation
+  mut = new FlowShopOpMutationExchange;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut2Rate = _parser.createParam(0.5, "exchangeMutRate", "Relative rate for exchange mutation", 0, "Variation Operators").value();
+  // addition of this one to the combined operator
+  propMutation -> add(*mut, mut2Rate);
+
+  // end of crossover and mutation definitions
+  ////////////////////////////////////////////
+
+  // First read the individual level parameters
+  eoValueParam<double>& pCrossParam = _parser.createParam(0.25, "pCross", "Probability of Crossover", 'c', "Variation Operators" );
+  // minimum check
+  if ( (pCrossParam.value() < 0) || (pCrossParam.value() > 1) )
+    throw std::runtime_error("Invalid pCross");
+
+  eoValueParam<double>& pMutParam = _parser.createParam(0.35, "pMut", "Probability of Mutation", 'm', "Variation Operators" );
+  // minimum check
+  if ( (pMutParam.value() < 0) || (pMutParam.value() > 1) )
+    throw std::runtime_error("Invalid pMut");
+
+  // the crossover - with probability pCross
+  eoProportionalOp<FlowShop> * propOp = new eoProportionalOp<FlowShop> ;
+  _state.storeFunctor(propOp);
+  eoQuadOp<FlowShop> *ptQuad = new eoQuadCloneOp<FlowShop>;
+  _state.storeFunctor(ptQuad);
+  propOp -> add(*propXover, pCrossParam.value()); // crossover, with proba pcross
+  propOp -> add(*ptQuad, 1-pCrossParam.value()); // nothing, with proba 1-pcross
+
+  // now the sequential
+  eoSequentialOp<FlowShop> *op = new eoSequentialOp<FlowShop>;
+  _state.storeFunctor(op);
+  op -> add(*propOp, 1.0);	 // always do combined crossover
+  op -> add(*propMutation, pMutParam.value()); // then mutation, with proba pmut
+
+  // return a reference
+  return *op;
+}
+
+#endif /*MAKE_OP_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/not_compiled/hybrid_lesson/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/hybrid_lesson/CMakeLists.txt
new file mode 100755
index 000000000..92d94bc1e
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/hybrid_lesson/CMakeLists.txt
@@ -0,0 +1,58 @@
+######################################################################################
+### 1) Include the sources
+######################################################################################
+
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src/utils)
+INCLUDE_DIRECTORIES(${PARADISEO_MO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${SOURCES_DIR}/tsp/src)
+######################################################################################
+
+######################################################################################
+### 2) Specify where CMake can find the libraries
+######################################################################################
+
+LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib ${INSTALL_DIR}/tsp/lib)
+
+######################################################################################
+
+
+
+######################################################################################
+### 3) Define your target(s): just an executable here
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS ${SOURCES_DIR}/hybrid_lesson/param )
+
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_if_different
+      ${SOURCES_DIR}/hybrid_lesson/param
+      ${INSTALL_DIR}/hybrid_lesson)
+
+
+ADD_EXECUTABLE(hybrid_ga hybrid_ga.cpp) 
+
+ADD_DEPENDENCIES(hybrid_ga tsp)
+
+######################################################################################
+
+######################################################################################
+### 4) Optionnal: define your target(s)'s version: no effect for windows
+######################################################################################
+
+SET(ITERATEDLOCALSEARCH_VERSION ${GLOBAL_VERSION})
+SET_TARGET_PROPERTIES(hybrid_ga PROPERTIES VERSION "${HYBRIDGA_VERSION}")
+######################################################################################
+
+
+
+######################################################################################
+### 5) Link the librairies for your target(s)
+######################################################################################
+
+TARGET_LINK_LIBRARIES(hybrid_ga tsp eo eoutils) 
+
+######################################################################################
diff --git a/contribution/trunk/tutos_META08/not_compiled/hybrid_lesson/hybrid_ga.cpp b/contribution/trunk/tutos_META08/not_compiled/hybrid_lesson/hybrid_ga.cpp
new file mode 100755
index 000000000..68cd64450
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/hybrid_lesson/hybrid_ga.cpp
@@ -0,0 +1,195 @@
+/* 
+* <tsp.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Thomas Legrand
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  unsigned int seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  std::string instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  unsigned int populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
+  unsigned int maxGen=atoi( (parser.getParamWithLongName("maxGen")->getValue()).c_str() );
+  double crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
+  double mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
+  unsigned int nbOffspring=atoi( (parser.getParamWithLongName("nbOffspring")->getValue()).c_str() );
+  std::string crossoverType=parser.getParamWithLongName("crossType")->getValue();
+  std::string selectionType=parser.getParamWithLongName("selectionType")->getValue();
+
+  // random number generator
+  srand (seed);
+
+  // load test instance
+  Graph::load(instancePath.c_str());
+
+  // the evaluation function
+  RouteEval full_evaluation ;
+  // the genotype (through a genotype initializer)
+  RouteInit init ;
+  // crossover
+  eoQuadOp <Route>*crossover;
+  if(crossoverType.compare("Partial")==0)
+  {
+      crossover=new PartialMappedXover();
+  }
+  else if (crossoverType.compare("Order")==0)
+  {
+      crossover=new OrderXover();
+  }
+  else if (crossoverType.compare("Edge")==0)
+  {
+      crossover=new EdgeXover();
+  }
+  else
+  {
+      throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
+  }
+
+  // mutation (hybridization)
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moMoveSelect<TwoOpt>* two_opt_selection;
+
+  if(selectionType.compare("Best")==0)
+    {
+      two_opt_selection= new moBestImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("First")==0)
+    {
+      two_opt_selection= new moFirstImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("Random")==0)
+    {
+      two_opt_selection= new moRandImprSelect<TwoOpt>();
+    }
+  else
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the type of selection '"+selectionType+"' is not correct.");
+    }
+
+  moHC <TwoOpt> hill_climbing_mutation (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation, 
+			       *two_opt_selection, full_evaluation);
+  
+  eoSGATransform <Route> transform (*crossover, crossoverRate, hill_climbing_mutation, mutationRate) ;  
+
+
+  /*** the representation-independent things ***/
+  
+  // initialization of the population
+  eoPop <Route> population (populationSize, init) ;
+  apply <Route> (full_evaluation, population) ;
+  // select
+  eoDetTournamentSelect <Route> select_one ;
+  eoSelectNumber <Route> select (select_one, nbOffspring) ;
+  // replace
+  eoGenerationalReplacement <Route> genReplace;
+  eoWeakElitistReplacement <Route> replace(genReplace);
+  // stopping criteria
+  eoGenContinue <Route> continu (maxGen) ;
+  // algorithm
+  eoEasyEA <Route> ea (continu, full_evaluation, select, transform, replace) ;
+
+
+
+  /*** Go ! ***/
+
+  // initial solution
+  std :: cout << "[From] " << population.best_element () << std :: endl ;
+  
+  // run the algo
+  ea(population);
+
+  // final solution
+  std :: cout << "[To] " << population.best_element () << std :: endl ;
+    
+  delete(crossover);
+  delete(two_opt_selection);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxGen", "Maximum number of generations.", 0, "Configuration", false);
+  
+  _parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
+  
+  _parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)100, "nbOffspring", "Number of offspring.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.", 
+			   0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Best"), "selectionType", "Type of the selection: 'Best', 'First' or 'Random'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/hybrid_lesson/param b/contribution/trunk/tutos_META08/not_compiled/hybrid_lesson/param
new file mode 100755
index 000000000..f67b2e971
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/hybrid_lesson/param
@@ -0,0 +1,9 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--popSize=100                            # Size of the population.
+--maxGen=1000                           # Maximum number of iterations.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation.
+--nbOffspring=100                      # Number of selected parents.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
+--selectionType=Best                     # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/not_compiled/install.cmake b/contribution/trunk/tutos_META08/not_compiled/install.cmake
new file mode 100755
index 000000000..67401ccbd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/install.cmake
@@ -0,0 +1,49 @@
+#  Here, specify PARADISEO_DIR : the directory where ParadisEO has been installed
+SET(PARADISEO_DIR "/home/jeremie/paradiseo-1.1" CACHE PATH "ParadisEO directory" FORCE)
+
+#  Here, specify SOURCES_DIR : the directory where the example sources have been deposed.
+SET(SOURCES_DIR "/home/jeremie/Bureau/paradiseo_tutorial/not_compiled" CACHE PATH "TP sources directory, where install.cmake is" FORCE)
+
+
+
+
+
+###########################################################################################################################################
+# PLEASE DO NOT MODIFY WHAT IS BELOW
+###########################################################################################################################################
+
+
+
+
+### ParadisEO Install Configuration
+###########################################################################################################################################
+SET(PARADISEO_EO_SRC_DIR "${PARADISEO_DIR}/paradiseo-eo" CACHE PATH "ParadisEO-EO source directory" FORCE)
+SET(PARADISEO_EO_BIN_DIR "${PARADISEO_DIR}/paradiseo-eo/build" CACHE PATH "ParadisEO-EO binary directory" FORCE)
+
+SET(PARADISEO_MO_SRC_DIR "${PARADISEO_DIR}/paradiseo-mo" CACHE PATH "ParadisEO-MO source directory" FORCE)
+SET(PARADISEO_MO_BIN_DIR "${PARADISEO_DIR}/paradiseo-mo/build" CACHE PATH "ParadisEO-MO binary directory" FORCE)
+
+SET(PARADISEO_MOEO_SRC_DIR "${PARADISEO_DIR}/paradiseo-moeo" CACHE PATH "ParadisEO-MO source directory" FORCE)
+SET(PARADISEO_MOEO_BIN_DIR "${PARADISEO_DIR}/paradiseo-moeo/build" CACHE PATH "ParadisEO-MOEO binary directory" FORCE)
+
+SET(INSTALL_DIR "${SOURCES_DIR}/build" CACHE PATH "Directory where the executable will be put" FORCE)
+
+SET(FLOWSHOP_SRC_DIR "${SOURCES_DIR}/flowshop/src" CACHE PATH "Flowshop source directory" FORCE)
+SET(FLOWSHOP_BIN_DIR "${INSTALL_DIR}/flowshop/" CACHE PATH "Flowshop source directory" FORCE)
+
+
+### OPTIONNAL: Windows advanced config - especially for Microsoft Visual Studio 9
+###########################################################################################################################################
+  IF(CMAKE_CXX_COMPILER MATCHES cl)
+   IF(NOT WITH_SHARED_LIBS)
+     IF(CMAKE_GENERATOR STREQUAL "Visual Studio 9 2008")
+       SET(CMAKE_CXX_FLAGS "/nologo /W3 /Gy")
+       SET(CMAKE_CXX_FLAGS_DEBUG "/MTd /Z7 /Od")
+       SET(CMAKE_CXX_FLAGS_RELEASE "/MT /O2")
+       SET(CMAKE_CXX_FLAGS_MINSIZEREL "/MT /O2")
+       SET(CMAKE_CXX_FLAGS_RELWITHDEBINFO "/MTd /Z7 /Od")
+       SET(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} /SUBSYSTEM:CONSOLE")
+       
+     ENDIF(CMAKE_GENERATOR STREQUAL "Visual Studio 9 2008")
+   ENDIF(NOT WITH_SHARED_LIBS)
+  ENDIF(CMAKE_CXX_COMPILER MATCHES cl)
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/tsp/CMakeLists.txt
new file mode 100755
index 000000000..e8fb9ec43
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/CMakeLists.txt
@@ -0,0 +1,18 @@
+
+######################################################################################
+### 1) Where must cmake go now ?
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS  ${SOURCES_DIR}/tsp/benchs)
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_directory 
+      ${SOURCES_DIR}/tsp/benchs
+      ${INSTALL_DIR}/tsp/benchs)
+
+SUBDIRS(src)
+
+######################################################################################
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/README b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/README
new file mode 100755
index 000000000..6a9fb5488
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/README
@@ -0,0 +1,93 @@
+All the instances in this directory come from the TSPLIB database. All the TSPLIB instances can be downloaded at this address:
+http://www.iwr.uni-heidelberg.de/groups/comopt/software/TSPLIB95/tsp/
+
+The accepted format is:
+
+NAME: instance_name
+TYPE: TSP
+COMMENT: comments about the instance
+DIMENSION: number of towns.
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+.
+.
+.
+.
+.
+.
+EOF
+
+Compatibility bugs with some TSPLIB instances (soon corrected):
+
+==> some instances have a space after a section title, for example "NAME :" instead of "NAME:".
+==> several instances have the "COMMENT:" section before the "TYPE:" section.
+==> several section are not yet implemented ("DISPLAY_DATA_TYPE:", ...).
+
+Already corrected bugs:
+
+==> some instances have several lines with the keyword "COMMENTS:"
+
+For instance, the Berlin52 instance:
+
+NAME: berlin52
+TYPE: TSP
+COMMENT: 52 locations in Berlin (Groetschel)
+DIMENSION: 52
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+4 945.0 685.0
+5 845.0 655.0
+6 880.0 660.0
+7 25.0 230.0
+8 525.0 1000.0
+9 580.0 1175.0
+10 650.0 1130.0
+11 1605.0 620.0 
+12 1220.0 580.0
+13 1465.0 200.0
+14 1530.0 5.0
+15 845.0 680.0
+16 725.0 370.0
+17 145.0 665.0
+18 415.0 635.0
+19 510.0 875.0  
+20 560.0 365.0
+21 300.0 465.0
+22 520.0 585.0
+23 480.0 415.0
+24 835.0 625.0
+25 975.0 580.0
+26 1215.0 245.0
+27 1320.0 315.0
+28 1250.0 400.0
+29 660.0 180.0
+30 410.0 250.0
+31 420.0 555.0
+32 575.0 665.0
+33 1150.0 1160.0
+34 700.0 580.0
+35 685.0 595.0
+36 685.0 610.0
+37 770.0 610.0
+38 795.0 645.0
+39 720.0 635.0
+40 760.0 650.0
+41 475.0 960.0
+42 95.0 260.0
+43 875.0 920.0
+44 700.0 500.0
+45 555.0 815.0
+46 830.0 485.0
+47 1170.0 65.0
+48 830.0 610.0
+49 605.0 625.0
+50 595.0 360.0
+51 1340.0 725.0
+52 1740.0 245.0
+EOF
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/berlin52.tsp b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/berlin52.tsp
new file mode 100755
index 000000000..6f3579180
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/berlin52.tsp
@@ -0,0 +1,60 @@
+NAME: berlin52
+TYPE: TSP
+COMMENT: 52 locations in Berlin (Groetschel)
+DIMENSION: 52
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+4 945.0 685.0
+5 845.0 655.0
+6 880.0 660.0
+7 25.0 230.0
+8 525.0 1000.0
+9 580.0 1175.0
+10 650.0 1130.0
+11 1605.0 620.0 
+12 1220.0 580.0
+13 1465.0 200.0
+14 1530.0 5.0
+15 845.0 680.0
+16 725.0 370.0
+17 145.0 665.0
+18 415.0 635.0
+19 510.0 875.0  
+20 560.0 365.0
+21 300.0 465.0
+22 520.0 585.0
+23 480.0 415.0
+24 835.0 625.0
+25 975.0 580.0
+26 1215.0 245.0
+27 1320.0 315.0
+28 1250.0 400.0
+29 660.0 180.0
+30 410.0 250.0
+31 420.0 555.0
+32 575.0 665.0
+33 1150.0 1160.0
+34 700.0 580.0
+35 685.0 595.0
+36 685.0 610.0
+37 770.0 610.0
+38 795.0 645.0
+39 720.0 635.0
+40 760.0 650.0
+41 475.0 960.0
+42 95.0 260.0
+43 875.0 920.0
+44 700.0 500.0
+45 555.0 815.0
+46 830.0 485.0
+47 1170.0 65.0
+48 830.0 610.0
+49 605.0 625.0
+50 595.0 360.0
+51 1340.0 725.0
+52 1740.0 245.0
+EOF
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/eil101.tsp b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/eil101.tsp
new file mode 100755
index 000000000..46ff3bcc6
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/eil101.tsp
@@ -0,0 +1,108 @@
+NAME: eil101
+TYPE: TSP
+COMMENT: 101-city problem (Christofides/Eilon)
+DIMENSION: 101
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 41 49
+2 35 17
+3 55 45
+4 55 20
+5 15 30
+6 25 30
+7 20 50
+8 10 43
+9 55 60
+10 30 60
+11 20 65
+12 50 35
+13 30 25
+14 15 10
+15 30 5
+16 10 20
+17 5 30
+18 20 40
+19 15 60
+20 45 65
+21 45 20
+22 45 10
+23 55 5
+24 65 35
+25 65 20
+26 45 30
+27 35 40
+28 41 37
+29 64 42
+30 40 60
+31 31 52
+32 35 69
+33 53 52
+34 65 55
+35 63 65
+36 2 60
+37 20 20
+38 5 5
+39 60 12
+40 40 25
+41 42 7
+42 24 12
+43 23 3
+44 11 14
+45 6 38
+46 2 48
+47 8 56
+48 13 52
+49 6 68
+50 47 47
+51 49 58
+52 27 43
+53 37 31
+54 57 29
+55 63 23
+56 53 12
+57 32 12
+58 36 26
+59 21 24
+60 17 34
+61 12 24
+62 24 58
+63 27 69
+64 15 77
+65 62 77
+66 49 73
+67 67 5
+68 56 39
+69 37 47
+70 37 56
+71 57 68
+72 47 16
+73 44 17
+74 46 13
+75 49 11
+76 49 42
+77 53 43
+78 61 52
+79 57 48
+80 56 37
+81 55 54
+82 15 47
+83 14 37
+84 11 31
+85 16 22
+86 4 18
+87 28 18
+88 26 52
+89 26 35
+90 31 67
+91 15 19
+92 22 22
+93 18 24
+94 26 27
+95 25 24
+96 22 27
+97 25 21
+98 19 21
+99 20 26
+100 18 18
+101 35 35
+EOF
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/eil51.tsp b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/eil51.tsp
new file mode 100755
index 000000000..543d1013c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/eil51.tsp
@@ -0,0 +1,58 @@
+NAME : eil51
+COMMENT : 51-city problem (Christofides/Eilon)
+TYPE : TSP
+DIMENSION : 51
+EDGE_WEIGHT_TYPE : EUC_2D
+NODE_COORD_SECTION
+1 37 52
+2 49 49
+3 52 64
+4 20 26
+5 40 30
+6 21 47
+7 17 63
+8 31 62
+9 52 33
+10 51 21
+11 42 41
+12 31 32
+13 5 25
+14 12 42
+15 36 16
+16 52 41
+17 27 23
+18 17 33
+19 13 13
+20 57 58
+21 62 42
+22 42 57
+23 16 57
+24 8 52
+25 7 38
+26 27 68
+27 30 48
+28 43 67
+29 58 48
+30 58 27
+31 37 69
+32 38 46
+33 46 10
+34 61 33
+35 62 63
+36 63 69
+37 32 22
+38 45 35
+39 59 15
+40 5 6
+41 10 17
+42 21 10
+43 5 64
+44 30 15
+45 39 10
+46 32 39
+47 25 32
+48 25 55
+49 48 28
+50 56 37
+51 30 40
+EOF
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/pr2392.tsp b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/pr2392.tsp
new file mode 100755
index 000000000..2cd96eff4
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/pr2392.tsp
@@ -0,0 +1,2399 @@
+NAME: pr2392
+TYPE: TSP
+COMMENT: 2392-city problem (Padberg/Rinaldi)
+DIMENSION: 2392
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 1.63900e+03 2.15600e+03
+2 1.87500e+03 2.92500e+03
+3 2.15000e+03 2.92500e+03
+4 2.42500e+03 2.92500e+03
+5 2.52500e+03 2.67500e+03
+6 2.52500e+03 2.57500e+03
+7 2.52500e+03 2.37500e+03
+8 2.52500e+03 2.27500e+03
+9 2.52500e+03 2.17500e+03
+10 2.78600e+03 2.14800e+03
+11 2.78600e+03 2.24900e+03
+12 2.78600e+03 2.35200e+03
+13 2.78500e+03 2.45100e+03
+14 2.78500e+03 2.55200e+03
+15 2.78700e+03 2.65100e+03
+16 2.92500e+03 2.92500e+03
+17 3.19800e+03 2.92500e+03
+18 3.47500e+03 2.92500e+03
+19 3.72500e+03 2.92500e+03
+20 3.67500e+03 2.67500e+03
+21 3.67500e+03 2.57500e+03
+22 3.67500e+03 2.37500e+03
+23 3.67500e+03 2.27500e+03
+24 3.67500e+03 2.17500e+03
+25 4.18900e+03 2.15600e+03
+26 4.19000e+03 2.25600e+03
+27 4.19000e+03 2.35500e+03
+28 4.18900e+03 2.45600e+03
+29 4.18900e+03 2.55600e+03
+30 4.19000e+03 2.65600e+03
+31 4.27500e+03 2.97500e+03
+32 4.42500e+03 2.92500e+03
+33 4.70000e+03 2.92500e+03
+34 4.97500e+03 2.92500e+03
+35 5.07500e+03 2.67500e+03
+36 5.07500e+03 2.57500e+03
+37 5.07500e+03 2.37500e+03
+38 5.07500e+03 2.27500e+03
+39 5.07500e+03 2.17500e+03
+40 5.33600e+03 2.14800e+03
+41 5.33600e+03 2.24900e+03
+42 5.33600e+03 2.35200e+03
+43 5.33500e+03 2.45100e+03
+44 5.33500e+03 2.55200e+03
+45 5.33700e+03 2.65100e+03
+46 5.47500e+03 2.92500e+03
+47 5.74800e+03 2.92500e+03
+48 6.02500e+03 2.92500e+03
+49 6.27500e+03 2.92500e+03
+50 6.22500e+03 2.67500e+03
+51 6.22500e+03 2.57500e+03
+52 6.22500e+03 2.37500e+03
+53 6.22500e+03 2.27500e+03
+54 6.22500e+03 2.17500e+03
+55 6.73900e+03 2.15600e+03
+56 6.74000e+03 2.25600e+03
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+58 6.73900e+03 2.45600e+03
+59 6.73900e+03 2.55600e+03
+60 6.74000e+03 2.65600e+03
+61 6.82500e+03 2.97500e+03
+62 6.97500e+03 2.92500e+03
+63 7.25000e+03 2.92500e+03
+64 7.52500e+03 2.92500e+03
+65 7.62500e+03 2.67500e+03
+66 7.62500e+03 2.57500e+03
+67 7.62500e+03 2.37500e+03
+68 7.62500e+03 2.27500e+03
+69 7.62500e+03 2.17500e+03
+70 7.88600e+03 2.14800e+03
+71 7.88600e+03 2.24900e+03
+72 7.88600e+03 2.35200e+03
+73 7.88500e+03 2.45100e+03
+74 7.88500e+03 2.55200e+03
+75 7.88700e+03 2.65100e+03
+76 8.02500e+03 2.92500e+03
+77 8.29800e+03 2.92500e+03
+78 8.57500e+03 2.92500e+03
+79 8.82500e+03 2.92500e+03
+80 8.77500e+03 2.67500e+03
+81 8.77500e+03 2.57500e+03
+82 8.77500e+03 2.37500e+03
+83 8.77500e+03 2.27500e+03
+84 8.77500e+03 2.17500e+03
+85 9.28900e+03 2.15600e+03
+86 9.29000e+03 2.25600e+03
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+88 9.28900e+03 2.45600e+03
+89 9.28900e+03 2.55600e+03
+90 9.29000e+03 2.65600e+03
+91 9.37500e+03 2.97500e+03
+92 9.52500e+03 2.92500e+03
+93 9.80000e+03 2.92500e+03
+94 1.00750e+04 2.92500e+03
+95 1.01750e+04 2.67500e+03
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+98 1.01750e+04 2.27500e+03
+99 1.01750e+04 2.17500e+03
+100 1.04360e+04 2.14800e+03
+101 1.04360e+04 2.24900e+03
+102 1.04360e+04 2.35200e+03
+103 1.04350e+04 2.45100e+03
+104 1.04350e+04 2.55200e+03
+105 1.04370e+04 2.65100e+03
+106 1.05750e+04 2.92500e+03
+107 1.08480e+04 2.92500e+03
+108 1.11250e+04 2.92500e+03
+109 1.13250e+04 2.17500e+03
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+111 1.13250e+04 2.37500e+03
+112 1.13250e+04 2.57500e+03
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+114 1.13750e+04 2.92500e+03
+115 1.13750e+04 3.12500e+03
+116 1.14000e+04 3.22500e+03
+117 1.14000e+04 3.32500e+03
+118 1.14000e+04 3.47500e+03
+119 1.14000e+04 3.62500e+03
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+122 1.11250e+04 3.92500e+03
+123 1.10250e+04 3.97500e+03
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+125 1.09250e+04 3.87500e+03
+126 1.05500e+04 3.92500e+03
+127 1.05500e+04 3.72500e+03
+128 1.05500e+04 3.32500e+03
+129 1.01000e+04 3.32500e+03
+130 1.01000e+04 3.72500e+03
+131 1.01000e+04 3.92500e+03
+132 9.72500e+03 3.87500e+03
+133 9.72500e+03 3.97500e+03
+134 9.62500e+03 3.97500e+03
+135 9.55000e+03 3.87500e+03
+136 9.42500e+03 3.87500e+03
+137 9.27500e+03 3.90000e+03
+138 9.25000e+03 3.70000e+03
+139 9.25000e+03 3.57500e+03
+140 9.25000e+03 3.47500e+03
+141 9.25000e+03 3.37500e+03
+142 9.25000e+03 3.27500e+03
+143 8.82500e+03 3.12500e+03
+144 8.85000e+03 3.22500e+03
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+147 8.85000e+03 3.62500e+03
+148 8.75000e+03 3.82500e+03
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+150 8.57500e+03 3.92500e+03
+151 8.47500e+03 3.97500e+03
+152 8.37500e+03 3.87500e+03
+153 8.37500e+03 3.97500e+03
+154 8.40000e+03 4.12500e+03
+155 8.30000e+03 4.17500e+03
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+157 8.50000e+03 4.17500e+03
+158 8.67500e+03 4.32500e+03
+159 8.77500e+03 4.42500e+03
+160 8.82500e+03 4.32500e+03
+161 9.27500e+03 4.27500e+03
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+163 9.32500e+03 4.37500e+03
+164 9.40000e+03 4.45000e+03
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+166 9.32500e+03 4.50000e+03
+167 9.21500e+03 4.56000e+03
+168 9.21500e+03 4.71000e+03
+169 9.37500e+03 4.77500e+03
+170 9.21500e+03 4.86000e+03
+171 9.21500e+03 5.01000e+03
+172 9.21500e+03 5.16000e+03
+173 9.21500e+03 5.31000e+03
+174 9.21500e+03 5.46000e+03
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+176 9.47500e+03 5.67500e+03
+177 9.47500e+03 5.52500e+03
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+EOF
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/rl5915.tsp b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/rl5915.tsp
new file mode 100755
index 000000000..86f6a24fd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/rl5915.tsp
@@ -0,0 +1,5922 @@
+NAME: rl5915
+TYPE: TSP
+COMMENT: 5915-city TSP (Reinelt)
+DIMENSION: 5915
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
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diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/usa13509.tsp b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/usa13509.tsp
new file mode 100755
index 000000000..a03eef901
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/benchs/usa13509.tsp
@@ -0,0 +1,13519 @@
+NAME: usa13509
+TYPE: TSP
+COMMENT: Cities with population at least 500 in the continental US.
+COMMENT: Contributed by David Applegate and Andre Rohe, based on the
+COMMENT: data set "US.lat-long" from the ftp site ftp.cs.toronto.edu.
+COMMENT: The file US.lat-long.Z can be found in the directory /doc/geography.
+DIMENSION: 13509
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
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+13509 490000.000 1222636.111
+EOF
\ No newline at end of file
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/CMakeLists.txt b/contribution/trunk/tutos_META08/not_compiled/tsp/src/CMakeLists.txt
new file mode 100755
index 000000000..adfcb66cc
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/CMakeLists.txt
@@ -0,0 +1,38 @@
+
+
+######################################################################################
+### 1) Include the sources
+######################################################################################
+
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_MO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${CMAKE_CURRENT_SOURCE_DIR})
+######################################################################################
+
+
+######################################################################################
+### 2) Define your target(s): just the tsp here
+######################################################################################
+
+SET(TSP_LIB_OUTPUT_PATH ../lib)
+SET(LIBRARY_OUTPUT_PATH ${TSP_LIB_OUTPUT_PATH})
+
+SET (TSP_SOURCES 	graph.cpp 
+			route_init.cpp  
+			route_eval.cpp 
+			part_route_eval.cpp 
+			edge_xover.cpp 
+			order_xover.cpp 
+			route_valid.cpp 
+			partial_mapped_xover.cpp 
+			city_swap.cpp 
+			two_opt.cpp	
+			two_opt_init.cpp 
+			two_opt_next.cpp 
+			two_opt_incr_eval.cpp 
+			two_opt_tabu_list.cpp 
+			two_opt_rand.cpp)
+					
+ADD_LIBRARY(tsp STATIC ${TSP_SOURCES})
+
+######################################################################################
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/city_swap.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/city_swap.cpp
new file mode 100755
index 000000000..e47a4e31b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/city_swap.cpp
@@ -0,0 +1,50 @@
+/*
+* <city_swap.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "city_swap.h"
+
+bool CitySwap :: operator () (Route & __route)
+{
+
+  std :: swap (__route [rng.random (__route.size ())],
+               __route [rng.random (__route.size ())]) ;
+
+  __route.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/city_swap.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/city_swap.h
new file mode 100755
index 000000000..eda897f0f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/city_swap.h
@@ -0,0 +1,55 @@
+/*
+* <city_swap.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef city_swap_h
+#define city_swap_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Its swaps two vertices
+    randomly choosen */
+class CitySwap : public eoMonOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/edge_xover.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/edge_xover.cpp
new file mode 100755
index 000000000..a8b6a8532
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/edge_xover.cpp
@@ -0,0 +1,169 @@
+/*
+* <edge_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+
+#include <utils/eoRNG.h>
+
+#include "edge_xover.h"
+#include "route_valid.h"
+
+#define MAXINT 1000000
+
+void
+EdgeXover :: build_map (const Route & __par1, const Route & __par2)
+{
+
+  unsigned int len = __par1.size () ;
+
+  /* Initialization */
+  _map.clear () ;
+  _map.resize (len) ;
+
+  for (unsigned int i = 0 ; i < len ; i ++)
+    {
+      _map [__par1 [i]].insert (__par1 [(i + 1) % len]) ;
+      _map [__par2 [i]].insert (__par2 [(i + 1) % len]) ;
+      _map [__par1 [i]].insert (__par1 [(i - 1 + len) % len]) ;
+      _map [__par2 [i]].insert (__par2 [(i - 1 + len) % len]) ;
+    }
+
+  visited.clear () ;
+  visited.resize (len, false) ;
+}
+
+void
+EdgeXover :: remove_entry (unsigned int __vertex, std :: vector <std :: set <unsigned int> > & __map)
+  {
+
+    std :: set <unsigned int> & neigh = __map [__vertex] ;
+
+    for (std :: set <unsigned int> :: iterator it = neigh.begin () ; it != neigh.end () ; it ++)
+        {
+          __map [* it].erase (__vertex) ;
+        }
+
+  }
+
+void
+EdgeXover :: add_vertex (unsigned int __vertex, Route & __child)
+{
+  visited [__vertex] = true ;
+  __child.push_back (__vertex) ;
+  remove_entry (__vertex, _map) ; /* Removing entries */
+}
+
+void
+EdgeXover :: cross (const Route & __par1, const Route & __par2, Route & __child)
+{
+
+  build_map (__par1, __par2) ;
+
+  unsigned int len = __par1.size () ;
+
+  /* Go ! */
+  __child.clear () ;
+
+  unsigned int cur_vertex = rng.random (len) ;
+
+  add_vertex (cur_vertex, __child) ;
+
+  for (unsigned int i = 1 ; i < len ; i ++)
+    {
+
+      unsigned int len_min_entry = MAXINT ;
+
+      std :: set <unsigned int> & neigh = _map [cur_vertex] ;
+
+      for (std :: set <unsigned int> :: iterator it = neigh.begin () ; it != neigh.end () ; it ++)
+          {
+            unsigned int l = _map [* it].size () ;
+            if (len_min_entry > l)
+              {
+                len_min_entry = l ;
+              }
+          }
+
+      std :: vector <unsigned int> cand ; /* Candidates */
+
+      for (std :: set <unsigned> :: iterator it = neigh.begin () ; it != neigh.end () ;  it ++)
+          {
+            unsigned int l = _map [* it].size () ;
+            if (len_min_entry == l)
+              {
+                cand.push_back (* it) ;
+              }
+          }
+
+      if (! cand.size ())
+        {
+
+          /* Oh no ! Implicit mutation */
+          for (unsigned int j = 0 ; j < len ; j ++)
+            {
+              if (! visited [j])
+                {
+                  cand.push_back (j) ;
+                }
+            }
+        }
+
+      cur_vertex = cand [rng.random (cand.size ())] ;
+
+      add_vertex (cur_vertex, __child) ;
+    }
+}
+
+bool
+EdgeXover :: operator () (Route & __route1, Route & __route2)
+{
+
+  // Init. copy
+  Route par [2] ;
+  par [0] = __route1 ;
+  par [1] = __route2 ;
+
+  cross (par [0], par [1], __route1) ;
+  cross (par [1], par [0], __route2) ;
+
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/edge_xover.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/edge_xover.h
new file mode 100755
index 000000000..3e97d6d48
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/edge_xover.h
@@ -0,0 +1,72 @@
+/*
+* <edge_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef edge_xover_h
+#define edge_xover_h
+
+#include <vector>
+#include <set>
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Edge Crossover */
+class EdgeXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void cross (const Route & __par1, const Route & __par2, Route & __child) ; /* Binary */
+
+    void remove_entry (unsigned int __vertex, std :: vector <std :: set <unsigned> > & __map) ;
+    /* Updating the map of entries */
+
+    void build_map (const Route & __par1, const Route & __par2) ;
+
+    void add_vertex (unsigned int __vertex, Route & __child) ;
+
+    std :: vector <std :: set <unsigned int> > _map ; /* The handled map */
+
+    std :: vector <bool> visited ; /* Vertices that are already visited */
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/graph.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/graph.cpp
new file mode 100755
index 000000000..412b9263a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/graph.cpp
@@ -0,0 +1,207 @@
+/*
+* <graph.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "graph.h"
+
+using std::cout;
+using std::endl;
+
+namespace Graph
+  {
+
+  static std :: vector <std :: pair <double, double> > vectCoord ; // Coordinates
+
+  static std :: vector <std :: vector <unsigned int> > dist ; // Distances Mat.
+
+  unsigned size ()
+  {
+    return dist.size () ;
+  }
+
+  void computeDistances ()
+  {
+
+    // Dim.
+    unsigned int numCities = vectCoord.size () ;
+    dist.resize (numCities) ;
+    for (unsigned int i = 0 ; i < dist.size () ; i ++)
+      {
+        dist [i].resize (numCities) ;
+      }
+
+    // Computations.
+    for (unsigned int i = 0 ; i < dist.size () ; i ++)
+      {
+        for (unsigned int j = i + 1 ; j < dist.size () ; j ++)
+          {
+            double distX = (double)(vectCoord [i].first - vectCoord [j].first) ;
+            double distY = (double)(vectCoord [i].second - vectCoord [j].second) ;
+            dist [i] [j] = dist [j] [i] = (unsigned int) (sqrt ((float) (distX * distX + distY * distY)) + 0.5) ;
+          }
+      }
+  }
+
+  void load (const char * _fileName)
+  {
+    unsigned int i, dimension;
+
+    std::string string_read, buffer;
+
+    std :: ifstream file (_fileName) ;
+
+    cout << endl << "\tLoading [" << _fileName << "]" << endl << endl;
+
+    if( file.is_open() )
+      {
+	// Read NAME:
+	file >> string_read;
+	if (string_read.compare("NAME:")!=0)
+	  {
+	    cout << "ERROR: \'NAME:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read instance name
+	file >> string_read;
+	cout << "\t\tInstance Name             = " << string_read << endl;
+	// Read TYPE:
+	file >> string_read;
+	if (string_read.compare("TYPE:")!=0)
+	  {
+	    cout << "ERROR: \'TYPE:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read instance type;
+	file >> string_read;
+	cout << "\t\tInstance type             = " << string_read << endl;
+	if (string_read.compare("TSP")!=0)
+	  {
+	    cout << "ERROR: only TSP type instance can be loaded" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read COMMENT:
+	file >> string_read;
+	if (string_read.compare("COMMENT:")!=0)
+	  {
+	    cout << "ERROR: \'COMMENT:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read comments
+	cout << "\t\tInstance comments         = ";
+	file >> string_read;
+	buffer = string_read+"_first";
+	while((string_read.compare("DIMENSION:")!=0) && (string_read.compare(buffer)!=0))
+	  {
+	    if(string_read.compare("COMMENT:")!=0)
+	      {
+		cout << string_read << " ";
+	      }
+	    else
+	      {
+		cout << endl << "\t                     ";
+	      }
+	    buffer = string_read;
+	    file >> string_read;
+	  }
+
+	cout << endl;
+
+	// Read dimension;
+	file >> dimension ;
+        cout << "\t\tInstance dimension        = " << dimension << endl;
+	vectCoord.resize (dimension) ;
+
+	// Read EDGE_WEIGHT_TYPE
+	file >> string_read;
+	if (string_read.compare("EDGE_WEIGHT_TYPE:")!=0)
+	  {
+	    cout << "ERROR: \'EDGE_WEIGHT_TYPE:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read edge weight type
+	file >> string_read;
+	cout << "\t\tInstance edge weight type = " << string_read << endl;
+	if (string_read.compare("EUC_2D")!=0)
+	  {
+	    cout << "ERROR: only EUC_2D edge weight type instance can be loaded" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read NODE_COORD_SECTION
+	file >> string_read;
+	if (string_read.compare("NODE_COORD_SECTION")!=0)
+	  {
+	    cout << "ERROR: \'NODE_COORD_SECTION\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read coordonates.
+	for(i=0;i<dimension;i++)
+	  {
+	    // Read index
+	    file >> string_read;
+	    //Read Coordinate
+	    file >> vectCoord [i].first >> vectCoord [i].second ;
+	  }
+
+	// Read EOF
+	file >> string_read;
+	if(string_read.compare("EOF")!=0)
+	  {
+	    cout << "ERROR: \'EOF\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	cout << endl;
+	
+	file.close () ;
+
+        computeDistances () ;
+      }
+    else
+      {
+        cout << _fileName << " does not exist !!!" << endl ;
+        exit(EXIT_FAILURE) ;
+      }
+  }
+
+  float distance (unsigned int _from, unsigned int _to)
+  {
+    return (float)(dist [_from] [_to]) ;
+  }
+}
+
+
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/graph.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/graph.h
new file mode 100755
index 000000000..eb53ade4c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/graph.h
@@ -0,0 +1,60 @@
+/*
+* <graph.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef graph_h
+#define graph_h
+
+#include <string>
+#include <vector>
+#include <utility>
+#include <fstream>
+#include <iostream>
+#include <math.h>
+
+
+namespace Graph
+{
+  void load (const char * _file_name) ;
+  /* Loading cities
+     (expressed by their coordinates)
+     from the given file name */
+  
+  float distance (unsigned int _from, unsigned int _to) ;
+  
+  unsigned int size () ; // How many cities ?
+}
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/mix.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/mix.h
new file mode 100755
index 000000000..fc570a939
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/mix.h
@@ -0,0 +1,50 @@
+/*
+* <mix.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef mix_h
+#define mix_h
+
+#include <utils/eoRNG.h>
+
+template <class T> void mix (std :: vector <T> & __vect)
+{
+  for (unsigned int i = 0 ; i < __vect.size () ; i ++)
+    {
+      std :: swap (__vect [i], __vect [rng.random (__vect.size ())]) ;
+    }
+}
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/order_xover.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/order_xover.cpp
new file mode 100755
index 000000000..9e2c1f408
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/order_xover.cpp
@@ -0,0 +1,119 @@
+/*
+* <order_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+#include <vector>
+
+#include <utils/eoRNG.h>
+
+#include "order_xover.h"
+#include "route_valid.h"
+
+void OrderXover :: cross (const Route & __par1, const Route & __par2, Route & __child)
+{
+
+  unsigned int cut = rng.random (__par1.size ()) ;
+
+  /* To store vertices that have
+     already been crossed */
+  std::vector<bool> v;
+  v.resize(__par1.size());
+
+  for (unsigned int i = 0 ; i < __par1.size () ; i ++)
+    {
+      v [i] = false ;
+    }
+
+  /* Copy of the left partial
+     route of the first parent */
+  for (unsigned int i = 0 ; i < cut ; i ++)
+    {
+      __child [i] = __par1 [i] ;
+      v [__par1 [i]] = true ;
+    }
+
+  /* Searching the vertex of the second path, that ended
+     the previous first one */
+  unsigned int from = 0 ;
+  for (unsigned int i = 0 ; i < __par2.size () ; i ++)
+    {
+      if (__par2 [i] == __child [cut - 1])
+        {
+          from = i ;
+          break ;
+        }
+    }
+
+  /* Selecting a direction
+     Left or Right */
+  char direct = rng.flip () ? 1 : -1 ;
+
+  /* Copy of the left vertices from
+     the second parent path */
+  unsigned int l = cut ;
+
+  for (unsigned int i = 0 ; i < __par2.size () ; i ++)
+    {
+      unsigned int bidule /* :-) */ = (direct * i + from + __par2.size ()) % __par2.size () ;
+      if (! v [__par2 [bidule]])
+        {
+          __child [l ++] = __par2 [bidule] ;
+          v [__par2 [bidule]] = true ;
+        }
+    }
+
+  v.clear();
+}
+
+bool OrderXover :: operator () (Route & __route1, Route & __route2)
+{
+
+  // Init. copy
+  Route par [2] ;
+  par [0] = __route1 ;
+  par [1] = __route2 ;
+
+  cross (par [0], par [1], __route1) ;
+  cross (par [1], par [0], __route2) ;
+
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/order_xover.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/order_xover.h
new file mode 100755
index 000000000..924eb4dfd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/order_xover.h
@@ -0,0 +1,57 @@
+/*
+* <order_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef order_xover_h
+#define order_xover_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Order Crossover */
+class OrderXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void cross (const Route & __par1, const Route & __par2, Route & __child) ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_route_eval.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_route_eval.cpp
new file mode 100755
index 000000000..1639e002a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_route_eval.cpp
@@ -0,0 +1,53 @@
+/*
+* <part_route_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "part_route_eval.h"
+#include "graph.h"
+
+PartRouteEval :: PartRouteEval (float __from, float __to) : from (__from), to (__to)
+{}
+
+void PartRouteEval :: operator () (Route & __route)
+{
+  float len = 0 ;
+
+  for (unsigned int i = (unsigned int) (__route.size () * from) ; i < (unsigned int ) (__route.size () * to) ; i ++)
+    {
+      len += Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+    }
+
+  __route.fitness (len) ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_route_eval.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_route_eval.h
new file mode 100755
index 000000000..a92fad2ce
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_route_eval.h
@@ -0,0 +1,62 @@
+/*
+* <part_route_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_route_eval_h
+#define part_route_eval_h
+
+#include <eoEvalFunc.h>
+
+#include "route.h"
+
+/** Route Evaluator */
+class PartRouteEval : public eoEvalFunc <Route>
+  {
+
+  public :
+
+    /** Constructor */
+    PartRouteEval (float __from, float __to) ;
+
+    void operator () (Route & __route) ;
+
+  private :
+
+    float from, to ;
+
+  } ;
+
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_init.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_init.cpp
new file mode 100755
index 000000000..357b7ecbe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_init.cpp
@@ -0,0 +1,45 @@
+/*
+* <part_two_opt_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "part_two_opt_init.h"
+
+void PartTwoOptInit :: operator () (TwoOpt & __move, const Route & __route)
+{
+  __move.first = rng.random (__route.size () - 6) ;
+  __move.second = __move.first + 2 ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_init.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_init.h
new file mode 100755
index 000000000..490fe61bf
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_init.h
@@ -0,0 +1,54 @@
+/*
+* <part_two_opt_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_two_opt_init_h
+#define part_two_opt_init_h
+
+#include <moMoveInit.h>
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class PartTwoOptInit : public moMoveInit <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_next.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_next.cpp
new file mode 100755
index 000000000..f352c496e
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_next.cpp
@@ -0,0 +1,57 @@
+/*
+* <part_two_opt_next.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "part_two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & __move, const Route & __route)
+{
+  if (__move.first == Graph :: size () - 4 && __move.second == __move.first + 2)
+    {
+      return false ;
+    }
+  else
+    {
+      __move.second ++ ;
+      if (__move.second == Graph :: size () - 1)
+        {
+          __move.first ++ ;
+          __move.second = __move.first + 2 ;
+        }
+
+      return true ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_next.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_next.h
new file mode 100755
index 000000000..e2a0c05cc
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/part_two_opt_next.h
@@ -0,0 +1,53 @@
+/*
+* <part_two_opt_next.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_two_opt_next_h
+#define part_two_opt_next_h
+
+#include <moNextMove.h>
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class PartTwoOptNext : public moNextMove <TwoOpt>
+  {
+
+  public :
+
+    bool operator () (TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/partial_mapped_xover.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/partial_mapped_xover.cpp
new file mode 100755
index 000000000..ab92d2a3b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/partial_mapped_xover.cpp
@@ -0,0 +1,118 @@
+/*
+* <partial_mapped_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+
+#include <vector>
+
+#include <utils/eoRNG.h>
+
+#include "partial_mapped_xover.h"
+#include "route_valid.h"
+#include "mix.h"
+
+void PartialMappedXover :: repair (Route & __route, unsigned __cut1, unsigned __cut2)
+{
+
+  std::vector<unsigned int> v; // Number of times a cities are visited ...
+
+  v.resize(__route.size ());
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      v [i] = 0 ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      v [__route [i]] ++ ;
+    }
+
+  std :: vector <unsigned int> vert ;
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (! v [i])
+        {
+          vert.push_back (i) ;
+        }
+    }
+
+  mix (vert) ;
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (i < __cut1 || i >= __cut2)
+        {
+          if (v [__route [i]] > 1)
+            {
+              __route [i] = vert.back () ;
+              vert.pop_back () ;
+            }
+        }
+    }
+
+  v.clear();
+}
+
+bool PartialMappedXover :: operator () (Route & __route1, Route & __route2)
+{
+  unsigned int cut1 = rng.random (__route1.size ()), cut2 = rng.random (__route2.size ()) ;
+
+  if (cut2 < cut1)
+    {
+      std :: swap (cut1, cut2) ;
+    }
+
+  // Between the cuts
+  for (unsigned int i = cut1 ; i < cut2 ; i ++)
+    {
+      std :: swap (__route1 [i], __route2 [i]) ;
+    }
+
+  // Outside the cuts
+  repair (__route1, cut1, cut2) ;
+  repair (__route2, cut1, cut2) ;
+
+  // Debug
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/partial_mapped_xover.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/partial_mapped_xover.h
new file mode 100755
index 000000000..65c6474de
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/partial_mapped_xover.h
@@ -0,0 +1,57 @@
+/*
+* <partial_mapped_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef partial_mapped_xover_h
+#define partial_mapped_xover_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Partial Mapped Crossover */
+class PartialMappedXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void repair (Route & __route, unsigned __cut1, unsigned __cut2) ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/route.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route.h
new file mode 100755
index 000000000..ac9629cbb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route.h
@@ -0,0 +1,48 @@
+/*
+* <route.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_h
+#define route_h
+
+#include <eoVector.h>
+#include <eoScalarFitness.h>
+
+// A float that has to be minimized.
+typedef eoScalarFitness< float, std::greater<float> > tspFitness ;
+
+typedef eoVector <tspFitness, unsigned int> Route ; // [Fitness (length), Gene (city)]
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_eval.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_eval.cpp
new file mode 100755
index 000000000..abde85b99
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_eval.cpp
@@ -0,0 +1,51 @@
+/*
+* <route_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "route_eval.h"
+#include "graph.h"
+
+void RouteEval :: operator () (Route & __route)
+{
+
+  float len = 0.0 ;
+
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      len += Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+    }
+
+  __route.fitness (len) ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_eval.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_eval.h
new file mode 100755
index 000000000..474075cf0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_eval.h
@@ -0,0 +1,55 @@
+/*
+* <route_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_eval_h
+#define route_eval_h
+
+#include <eoEvalFunc.h>
+
+#include "route.h"
+
+/** Route Evaluator */
+class RouteEval : public eoEvalFunc <Route>
+  {
+
+  public :
+
+    void operator () (Route & __route) ;
+
+  } ;
+
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_init.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_init.cpp
new file mode 100755
index 000000000..09a2c40cb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_init.cpp
@@ -0,0 +1,63 @@
+/*
+* <route_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "route_init.h"
+#include "graph.h"
+
+void RouteInit :: operator () (Route & __route)
+{
+
+  // Init.
+  __route.clear () ;
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      __route.push_back (i) ;
+    }
+
+  // Swap. cities
+
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      //unsigned int j = rng.random (Graph :: size ()) ;
+
+      unsigned int j = (unsigned int) (Graph :: size () * (rand () / (RAND_MAX + 1.0))) ;
+      unsigned int city = __route [i] ;
+      __route [i] = __route [j] ;
+      __route [j] = city ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_init.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_init.h
new file mode 100755
index 000000000..466345c1b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_init.h
@@ -0,0 +1,53 @@
+/*
+* <route_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_init_h
+#define route_init_h
+
+#include <eoInit.h>
+
+#include "route.h"
+
+class RouteInit : public eoInit <Route>
+  {
+
+  public :
+
+    void operator () (Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_valid.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_valid.cpp
new file mode 100755
index 000000000..844cebf82
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_valid.cpp
@@ -0,0 +1,68 @@
+/*
+* <route_valid.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "route_valid.h"
+
+#include <vector>
+
+bool valid (Route & __route)
+{
+
+  std::vector<unsigned int> t;
+  t.resize(__route.size());
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      t [i] = 0 ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      t [__route [i]] ++ ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (t [i] != 1)
+        {
+          t.clear();
+          return false ;
+        }
+    }
+
+  t.clear();
+  return true ; // OK.
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_valid.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_valid.h
new file mode 100755
index 000000000..607728e8b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/route_valid.h
@@ -0,0 +1,44 @@
+/*
+* <route_valid.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_valid_h
+#define route_valid_h
+
+#include "route.h"
+
+bool valid (Route & __route) ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/tsp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/tsp
new file mode 100755
index 000000000..adf8189ca
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/tsp
@@ -0,0 +1,41 @@
+/* 
+* <tsp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+#ifndef __tsp
+#define __tsp
+
+#include "tsp.h"
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/tsp.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/tsp.h
new file mode 100755
index 000000000..ba249a794
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/tsp.h
@@ -0,0 +1,60 @@
+/*
+* <tsp.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef __tsp_h
+#define __tsp_h
+
+#include "city_swap.h"
+#include "edge_xover.h"
+#include "graph.h"
+#include "mix.h"
+#include "order_xover.h"
+#include "partial_mapped_xover.h"
+#include "part_route_eval.h"
+#include "part_two_opt_init.h"
+#include "part_two_opt_next.h"
+#include "route_eval.h"
+#include "route.h"
+#include "route_init.h"
+#include "route_valid.h"
+#include "two_opt.h"
+#include "two_opt_incr_eval.h"
+#include "two_opt_init.h"
+#include "two_opt_next.h"
+#include "two_opt_rand.h"
+#include "two_opt_tabu_list.h"
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt.cpp
new file mode 100755
index 000000000..146c6c6c2
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt.cpp
@@ -0,0 +1,72 @@
+/*
+* <two_opt.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt.h"
+
+TwoOpt TwoOpt :: operator ! () const
+  {
+    TwoOpt move = * this ;
+    std :: swap (move.first, move.second) ;
+
+    return move ;
+  }
+
+void TwoOpt :: operator () (Route & __route)
+{
+
+  std :: vector <unsigned int> seq_cities ;
+
+  for (unsigned int i = second ; i > first ; i --)
+    {
+      seq_cities.push_back (__route [i]) ;
+    }
+
+  unsigned int j = 0 ;
+  for (unsigned int i = first + 1 ; i < second + 1 ; i ++)
+    {
+      __route [i] = seq_cities [j ++] ;
+    }
+}
+
+void TwoOpt :: readFrom (std :: istream & __is)
+{
+  __is >> first >> second ;
+}
+
+void TwoOpt :: printOn (std :: ostream & __os) const
+  {
+    __os << first << ' ' << second ;
+  }
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt.h
new file mode 100755
index 000000000..6b9cf435f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt.h
@@ -0,0 +1,61 @@
+/*
+* <two_opt.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_h
+#define two_opt_h
+
+#include <eoPersistent.h>
+
+#include <utility>
+#include <moMove.h>
+
+#include "route.h"
+
+class TwoOpt : public moMove <Route>, public std :: pair <unsigned, unsigned>, public eoPersistent
+  {
+
+  public :
+
+    TwoOpt operator ! () const ;
+
+    void operator () (Route & __route) ;
+
+    void readFrom (std :: istream & __is) ;
+
+    void printOn (std :: ostream & __os) const ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_incr_eval.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_incr_eval.cpp
new file mode 100755
index 000000000..2d4657b73
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_incr_eval.cpp
@@ -0,0 +1,53 @@
+/*
+* <two_opt_incr_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_incr_eval.h"
+#include "graph.h"
+
+tspFitness TwoOptIncrEval :: operator () (const TwoOpt & __move, const Route & __route)
+{
+  // From
+  unsigned int v1 = __route [__move.first], v1_next = __route [__move.first + 1] ;
+
+  // To
+  unsigned int v2 = __route [__move.second], v2_next = __route [__move.second + 1] ;
+
+  return __route.fitness ()
+         + Graph :: distance (v1, v2)
+         + Graph :: distance (v1_next, v2_next)
+         - Graph :: distance (v1, v1_next)
+         - Graph :: distance (v2, v2_next)  ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_incr_eval.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_incr_eval.h
new file mode 100755
index 000000000..91ffca098
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_incr_eval.h
@@ -0,0 +1,51 @@
+/*
+* <two_opt_incr_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_optincr_eval_h
+#define two_optincr_eval_h
+
+#include <moMoveIncrEval.h>
+#include "two_opt.h"
+
+class TwoOptIncrEval : public moMoveIncrEval <TwoOpt>
+  {
+  public :
+
+    tspFitness  operator () (const TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_init.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_init.cpp
new file mode 100755
index 000000000..2e593db0a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_init.cpp
@@ -0,0 +1,45 @@
+/*
+* <two_opt_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_init.h"
+
+void TwoOptInit :: operator () (TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  _move.first = 0 ;
+  _move.second = 2 ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_init.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_init.h
new file mode 100755
index 000000000..1b2a5e376
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_init.h
@@ -0,0 +1,54 @@
+/*
+* <two_opt_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_init_h
+#define two_opt_init_h
+
+#include <moMoveInit.h>
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class TwoOptInit : public moMoveInit <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & _move, const Route & _route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_next.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_next.cpp
new file mode 100755
index 000000000..2438390fd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_next.cpp
@@ -0,0 +1,59 @@
+/*
+* <two_opt_next.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  if (_move.first == Graph :: size () - 4 && _move.second == _move.first + 2)
+    {
+      return false ;
+    }
+  else
+    {
+      _move.second ++ ;
+      if (_move.second == Graph :: size () - 1)
+        {
+          _move.first ++ ;
+          _move.second = _move.first + 2 ;
+        }
+
+      return true ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_next.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_next.h
new file mode 100755
index 000000000..f57595cd6
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_next.h
@@ -0,0 +1,53 @@
+/*
+* <two_opt_next.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_next_h
+#define two_opt_next_h
+
+#include <moNextMove.h>
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class TwoOptNext : public moNextMove <TwoOpt>
+  {
+
+  public :
+
+    bool operator () (TwoOpt & _move, const Route & _route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_rand.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_rand.cpp
new file mode 100755
index 000000000..956bddfb0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_rand.cpp
@@ -0,0 +1,45 @@
+/*
+* <two_opt_rand.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_rand.h"
+#include "graph.h"
+#include <utils/eoRNG.h>
+
+void TwoOptRand :: operator () (TwoOpt & __move)
+{
+  __move.first = rng.random (Graph :: size () - 3) ;
+  __move.second = __move.first + 2 + rng.random (Graph :: size () - __move.first - 3) ;
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_rand.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_rand.h
new file mode 100755
index 000000000..e6e0bdff2
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_rand.h
@@ -0,0 +1,53 @@
+/*
+* <two_opt_rand.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_rand_h
+#define two_opt_rand_h
+
+#include <moRandMove.h>
+
+#include "two_opt.h"
+
+class TwoOptRand : public moRandMove <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & __move) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_tabu_list.cpp b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_tabu_list.cpp
new file mode 100755
index 000000000..290eef7f7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_tabu_list.cpp
@@ -0,0 +1,93 @@
+/*
+* <two_opt_tabu_list.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_tabu_list.h"
+#include "graph.h"
+
+#define TABU_LENGTH 10
+
+void
+TwoOptTabuList :: init ()
+{
+  // Size (eventually)
+  tabu_span.resize (Graph :: size ()) ;
+  for (unsigned int i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      tabu_span [i].resize (Graph :: size ()) ;
+    }
+
+  // Clear
+  for (unsigned int i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      for (unsigned int j = 0 ; j < tabu_span [i].size () ; j ++)
+        {
+          tabu_span [i] [j] = 0 ;
+        }
+    }
+}
+
+bool
+TwoOptTabuList :: operator () (const TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  return tabu_span [_move.first] [_move.second] > 0 ;
+}
+
+void
+TwoOptTabuList :: add (const TwoOpt & _move, const Route & _route)
+  {
+    Route route=_route;
+
+    tabu_span [_move.first] [_move.second] = tabu_span [_move.second] [_move.first] = TABU_LENGTH ;
+  }
+
+void
+TwoOptTabuList :: update ()
+{
+  unsigned int i,j;
+
+  for (i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      for (j = 0 ; j < tabu_span [i].size () ; j ++)
+        {
+          if ( tabu_span [i] [j] > 0 )
+            {
+              tabu_span [i] [j] -- ;
+            }
+        }
+    }
+}
diff --git a/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_tabu_list.h b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_tabu_list.h
new file mode 100755
index 000000000..236919f69
--- /dev/null
+++ b/contribution/trunk/tutos_META08/not_compiled/tsp/src/two_opt_tabu_list.h
@@ -0,0 +1,63 @@
+/*
+* <two_opt_tabu_list.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_tabu_list_h
+#define two_opt_tabu_list_h
+
+#include <moTabuList.h>
+#include "two_opt.h"
+#include "route.h"
+
+/** The table of tabu movements, i.e. forbidden edges */
+class TwoOptTabuList : public moTabuList <TwoOpt>
+  {
+  public :
+
+    bool operator () (const TwoOpt & _move, const Route & _route) ;
+
+    void add (const TwoOpt & _move, const Route & _route) ;
+
+    void update () ;
+
+    void init () ;
+
+  private :
+
+    std :: vector <std :: vector <unsigned> > tabu_span ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/EO_lesson1/param b/contribution/trunk/tutos_META08/windows/EO_lesson1/param
new file mode 100755
index 000000000..c1bcf6d19
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/EO_lesson1/param
@@ -0,0 +1,9 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp       # Path to the instance.
+--popSize=100                            # Size of the population.
+--nbOffspring=100                           # Number of selected parents.
+--maxGen=1000                           # Maximum number of iterations.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation
+
diff --git a/contribution/trunk/tutos_META08/windows/EO_lesson1/tsp.cpp b/contribution/trunk/tutos_META08/windows/EO_lesson1/tsp.cpp
new file mode 100755
index 000000000..1c927b6d0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/EO_lesson1/tsp.cpp
@@ -0,0 +1,160 @@
+/* 
+* <tsp.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Thomas Legrand
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <eo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int main (int _argc, char* _argv [])
+{
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  unsigned int seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  std::string instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  unsigned int populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
+  unsigned int maxGen=atoi( (parser.getParamWithLongName("maxGen")->getValue()).c_str() );
+  double crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
+  double mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
+  unsigned int nbOffspring=atoi( (parser.getParamWithLongName("nbOffspring")->getValue()).c_str() );
+  std::string crossoverType=parser.getParamWithLongName("crossType")->getValue();
+
+  // random number generator
+  srand (seed);
+  
+  // load test instance
+  Graph::load(instancePath.c_str());
+
+
+
+  /*** the representation-dependent things ***/
+  
+  // the evaluation function
+  RouteEval full_eval ;
+  // the genotype (through a genotype initializer)
+  RouteInit init ;
+  // crossover
+  eoQuadOp <Route>*crossover;
+  if(crossoverType.compare("Partial")==0)
+  {
+      crossover=new PartialMappedXover();
+  }
+  else if (crossoverType.compare("Order")==0)
+  {
+      crossover=new OrderXover();
+  }
+  else if (crossoverType.compare("Edge")==0)
+  {
+      crossover=new EdgeXover();
+  }
+  else
+  {
+      throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
+  }
+  // mutation 
+  CitySwap mutation ;
+  // variation operators
+  eoSGATransform <Route> transform (*crossover, crossoverRate, mutation, mutationRate) ; 
+
+
+
+   /*** the representation-independent things ***/
+  
+  // initialization of the population
+   eoPop <Route> pop (populationSize, init) ;
+   apply <Route> (full_eval, pop) ;
+   // select
+   eoDetTournamentSelect <Route> select_one ;
+   eoSelectNumber <Route> select (select_one, nbOffspring) ;
+   // replace
+   eoGenerationalReplacement <Route> genReplace;
+   eoWeakElitistReplacement <Route> replace(genReplace);
+   // stopping criteria
+   eoGenContinue <Route> continu (maxGen) ;
+   // algorithm
+   eoEasyEA <Route> ea (continu, full_eval, select, transform, replace) ;
+
+  
+
+   /*** Go ! ***/
+
+   // initial solution
+   std :: cout << "[From] " << pop.best_element () << std :: endl ;
+  
+   // run the algo
+   ea(pop);
+
+   // final solution
+  std :: cout << "[To] " << pop.best_element () << std :: endl ;
+  
+
+
+  // delete pointer
+  delete(crossover);
+
+  // that's all
+  return EXIT_SUCCESS;
+}
+
+
+
+void manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  _parser.getORcreateParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)1000, "maxGen", "Maximum number of generations.", 0, "Configuration", false);
+  _parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
+  _parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
+  _parser.getORcreateParam((unsigned int)100, "nbOffspring", "Number of offspring.", 0, "Configuration", false);
+  _parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.", 0, "Configuration", false);
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/windows/MOEO_lesson/FlowShopEA.cpp b/contribution/trunk/tutos_META08/windows/MOEO_lesson/FlowShopEA.cpp
new file mode 100755
index 000000000..54d365bb7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MOEO_lesson/FlowShopEA.cpp
@@ -0,0 +1,132 @@
+/*
+* <FlowShopEA.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+
+// moeo general include
+#include <moeo>
+// for the creation of an evaluator
+#include <make_eval_FlowShop.h>
+// for the creation of an initializer
+#include <make_genotype_FlowShop.h>
+// for the creation of the variation operators
+#include <make_op_FlowShop.h>
+// how to initialize the population
+#include <do/make_pop.h>
+// the stopping criterion
+#include <do/make_continue_moeo.h>
+// outputs (stats, population dumps, ...)
+#include <do/make_checkpoint_moeo.h>
+// evolution engine (selection and replacement)
+#include <do/make_ea_moeo.h>
+// simple call to the algo
+#include <do/make_run.h>
+// checks for help demand, and writes the status file and make_help; in libutils
+void make_help(eoParser & _parser);
+// definition of the representation
+#include <FlowShop.h>
+
+
+using namespace std;
+
+
+int main(int argc, char* argv[])
+{
+  try
+    {
+
+      eoParser parser(argc, argv);  // for user-parameter reading
+      eoState state;                // to keep all things allocated
+
+
+      /*** the representation-dependent things ***/
+
+      // The evaluation
+      eoEvalFuncCounter<FlowShop>& eval = do_make_eval(parser, state);
+      // the genotype (through a genotype initializer)
+      eoInit<FlowShop>& init = do_make_genotype(parser, state);
+      // the variation operators
+      eoGenOp<FlowShop>& op = do_make_op(parser, state);
+
+
+      /*** the representation-independent things ***/
+
+      // initialization of the population
+      eoPop<FlowShop>& pop = do_make_pop(parser, state, init);
+      // definition of the archive
+      moeoArchive<FlowShop> arch;
+      // stopping criteria
+      eoContinue<FlowShop>& term = do_make_continue_moeo(parser, state, eval);
+      // output
+      eoCheckPoint<FlowShop>& checkpoint = do_make_checkpoint_moeo(parser, state, eval, term, pop, arch);
+      // algorithm
+      eoAlgo<FlowShop>& algo = do_make_ea_moeo(parser, state, eval, checkpoint, op, arch);
+
+
+      /*** Go ! ***/
+
+      // help ?
+      make_help(parser);
+
+      // first evalution (for printing)
+      apply<FlowShop>(eval, pop);
+
+      // printing of the initial population
+      cout << "Initial Population\n";
+      pop.sortedPrintOn(cout);
+      cout << endl;
+
+      // run the algo
+      algo(pop);
+
+      // printing of the final population
+      cout << "Final Population\n";
+      pop.sortedPrintOn(cout);
+      cout << endl;
+
+      // printing of the final archive
+      cout << "Final Archive\n";
+      arch.sortedPrintOn(cout);
+      cout << endl;
+
+
+    }
+  catch (exception& e)
+    {
+      cout << e.what() << endl;
+    }
+  return EXIT_SUCCESS;
+}
diff --git a/contribution/trunk/tutos_META08/windows/MOEO_lesson/param b/contribution/trunk/tutos_META08/windows/MOEO_lesson/param
new file mode 100755
index 000000000..3b07a9208
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MOEO_lesson/param
@@ -0,0 +1,33 @@
+######    Evolution Engine        ######
+--popSize=100                              # -P : Population Size
+--updateArch=1                             # Update the archive at each gen.
+--fitness=FastNonDominatedSorting          # -F : Fitness assignment scheme: Dummy, FastNonDominatedSorting or IndicatorBased
+--indicator=Epsilon                        # -i : Binary indicator for IndicatorBased: Epsilon, Hypervolume
+--diversity=Crowding                       # -D : Diversity assignment scheme: Dummy, Sharing(nicheSize) or Crowding
+--comparator=FitnessThenDiversity          # -C : Comparator scheme: FitnessThenDiversity, DiversityThenFitness or Aggregative
+--selection=DetTour(2)                     # -S : Selection scheme: DetTour(T), StochTour(t) or Random
+--replacement=Elitist                      # -R : Replacement scheme: Elitist, Environmental or Generational
+--nbOffspring=100%                         # -O : Number of offspring (percentage or absolute)
+
+######    Output                  ######
+--resDir=Res                               # Directory to store DISK outputs
+--eraseDir=1                               # erase files in dirName if any
+--printPop=0                               # Print sorted pop. every gen.
+--storeArch=1                              # Store the archive's objective vectors at each gen.
+--contribution=0                           # Store the contribution of the archive at each gen.
+--entropy=0                                # Store the entropy of the archive at each gen.
+
+######    Representation          ######
+--BenchmarkFile=../flowshop/benchs/020_10_01.txt  # -B : Benchmark file name REQUIRED
+
+######    Stopping criterion      ######
+--maxGen=100                               # -G : Maximum number of generations (0 = none)
+--maxEval=0                                # -E : Maximum number of evaluations (0 = none)
+--maxTime=0                                # -T : Maximum running time in seconds (0 = none)
+
+######    Variation Operators     ######
+--crossRate=1                              # Relative rate for the only crossover
+--shiftMutRate=0.5                         # Relative rate for shift mutation
+--exchangeMutRate=0.5                      # Relative rate for exchange mutation
+--pCross=0.25                              # -c : Probability of Crossover
+--pMut=0.35                                # -m : Probability of Mutation
diff --git a/contribution/trunk/tutos_META08/windows/MO_lesson1/hill_climbing.cpp b/contribution/trunk/tutos_META08/windows/MO_lesson1/hill_climbing.cpp
new file mode 100755
index 000000000..88fd13fdb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MO_lesson1/hill_climbing.cpp
@@ -0,0 +1,134 @@
+/*
+  <hill_climbing.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, selectionType;
+  unsigned int seed;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  selectionType=parser.getParamWithLongName("selectionType")->getValue();
+
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moMoveSelect<TwoOpt>* two_opt_selection;
+
+  if(selectionType.compare("Best")==0)
+    {
+      two_opt_selection= new moBestImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("First")==0)
+    {
+      two_opt_selection= new moFirstImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("Random")==0)
+    {
+      two_opt_selection= new moRandImprSelect<TwoOpt>();
+    }
+  else
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the type of selection '"+selectionType+"' is not correct.");
+    }
+
+  moHC <TwoOpt> hill_climbing (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation, 
+			       *two_opt_selection, full_evaluation);
+  hill_climbing (solution) ;
+  
+  std :: cout << "[To] " << solution << std :: endl;
+  
+  delete(two_opt_selection);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+  
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Best"), "selectionType", "Type of the selection: 'Best', 'First' or 'Random'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/windows/MO_lesson1/param b/contribution/trunk/tutos_META08/windows/MO_lesson1/param
new file mode 100755
index 000000000..6340accbe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MO_lesson1/param
@@ -0,0 +1,3 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp  # Path to the instance.
+--selectionType=Best                       # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/windows/MO_lesson2/param b/contribution/trunk/tutos_META08/windows/MO_lesson2/param
new file mode 100755
index 000000000..e11757ccf
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MO_lesson2/param
@@ -0,0 +1,5 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance
+--tabuListSize=10                        # Size of the tabu list
+--maxIter=1000                           # Maximum number of iterations
+--tabuListType=TwoOpt                    # Type of the tabu list: 'TwoOpt', 'SimpleMove' or 'SimpleSolution'
diff --git a/contribution/trunk/tutos_META08/windows/MO_lesson2/tabu_search.cpp b/contribution/trunk/tutos_META08/windows/MO_lesson2/tabu_search.cpp
new file mode 100755
index 000000000..0588fd674
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MO_lesson2/tabu_search.cpp
@@ -0,0 +1,145 @@
+/*
+  <tabu_search.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, value;
+  unsigned int seed, maxIterations, tabuListSize;
+
+  eoParser parser(_argc, _argv); 
+  
+  manage_configuration_file(parser);
+  
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+  tabuListSize=atoi( (parser.getParamWithLongName("tabuListSize")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  value=parser.getParamWithLongName("tabuListType")->getValue();
+  
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer(solution);
+
+  RouteEval full_evaluation;
+  full_evaluation(solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moTabuList<TwoOpt> *tabuList;
+
+  if(value.compare("TwoOpt")==0)
+    {
+      tabuList=new TwoOptTabuList();
+    }
+  else if (value.compare("SimpleMove")==0)
+    {
+      tabuList=new moSimpleMoveTabuList<TwoOpt>(tabuListSize);
+    }
+  else if (value.compare("SimpleSolution")==0)
+    {
+      tabuList=new moSimpleSolutionTabuList<TwoOpt>(tabuListSize);
+    }
+  else
+    {
+      throw std::runtime_error("[tabu_search.cpp]: the type of tabu list '"+value+"' is not correct.");
+    }
+
+  moNoAspirCrit <TwoOpt> aspiration_criterion;
+
+  moGenSolContinue <Route> continu (maxIterations);
+  
+  moTS <TwoOpt> tabu_search (two_opt_initializer, two_opt_next_move_generator, 
+			     two_opt_incremental_evaluation, *tabuList, aspiration_criterion, continu, full_evaluation);
+  tabu_search(solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  delete(tabuList);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)10, "tabuListSize", "Size of the tabu list.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("TwoOpt"), "tabuListType", "Type of the tabu list: 'TwoOpt', 'SimpleMove' or 'SimpleSolution'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tabu_search.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/windows/MO_lesson3/param b/contribution/trunk/tutos_META08/windows/MO_lesson3/param
new file mode 100755
index 000000000..e780ee1a7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MO_lesson3/param
@@ -0,0 +1,8 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--maxIter=1000                           # Maximum number of iterations.
+--initialTemp=1000                       # Initial temperature.
+--threshold=0.1                          # Minimum temperature allowed.
+--expoRatio=0.98                         # Ratio used if exponential cooling schedule is chosen.
+--lineaRatio=0.5                         # Ratio used if linear cooling schedule is chosen.
+--coolSchedType=Expo                     # Type the cooling schedule: 'Expo' or 'Linear'.
diff --git a/contribution/trunk/tutos_META08/windows/MO_lesson3/simulated_annealing.cpp b/contribution/trunk/tutos_META08/windows/MO_lesson3/simulated_annealing.cpp
new file mode 100755
index 000000000..4c5b36375
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MO_lesson3/simulated_annealing.cpp
@@ -0,0 +1,148 @@
+/*
+  <simulated_annealing.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath, value;
+  unsigned int seed, maxIterations;
+  double threshold, exponentialRatio, linearRatio, initialTemperature;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+  initialTemperature=atof( (parser.getParamWithLongName("initialTemp")->getValue()).c_str() );
+  threshold=atof( (parser.getParamWithLongName("threshold")->getValue()).c_str() );
+  exponentialRatio=atof( (parser.getParamWithLongName("expoRatio")->getValue()).c_str() );
+  linearRatio=atof( (parser.getParamWithLongName("lineaRatio")->getValue()).c_str() );
+  value=parser.getParamWithLongName("coolSchedType")->getValue();
+
+  srand (seed);
+  Graph::load(instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  /* Tools for an efficient (? :-))
+     local search ! */
+
+  TwoOptRand two_opt_random_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  TwoOpt move;
+
+  moCoolingSchedule* coolingSchedule;
+
+  if(value.compare("Expo")==0)
+    {
+      coolingSchedule=new moExponentialCoolingSchedule(threshold, exponentialRatio);
+    }
+  else if (value.compare("Linear")==0)
+    {
+      coolingSchedule=new moLinearCoolingSchedule(threshold, linearRatio);
+    }
+  else
+    {
+      throw std::runtime_error("[simulated_annealing.cpp]: the type of cooling schedule '"+value+"' is not correct.");
+    }
+
+  moGenSolContinue <Route> continu (maxIterations);
+
+  moSA <TwoOpt> simulated_annealing (two_opt_random_move_generator, two_opt_incremental_evaluation,
+				     continu, initialTemperature, *coolingSchedule, full_evaluation);
+  simulated_annealing (solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  delete(coolingSchedule);
+
+  return EXIT_SUCCESS ;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)1000, "initialTemp", "Initial temperature.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.1, "threshold", "Minimum temperature allowed.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.98, "expoRatio", "Ratio used if exponential cooling schedule is chosen.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((double)0.5, "lineaRatio", "Ratio used if linear cooling schedule is chosen.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Expo"), "coolSchedType", "Type the cooling schedule: 'Expo' or 'Linear'.", 
+			   0, "Configuration", false);
+  
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[simulated_annealing.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/windows/MO_lesson4/iterated_local_search.cpp b/contribution/trunk/tutos_META08/windows/MO_lesson4/iterated_local_search.cpp
new file mode 100755
index 000000000..4e32d4b8f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MO_lesson4/iterated_local_search.cpp
@@ -0,0 +1,117 @@
+/*
+  <iterated_local_search.cpp>
+  Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
+  (C) OPAC Team, LIFL, 2002-2008
+
+  Sébastien Cahon, Jean-Charles Boisson
+
+  This software is governed by the CeCILL license under French law and
+  abiding by the rules of distribution of free software.  You can  use,
+  modify and/ or redistribute the software under the terms of the CeCILL
+  license as circulated by CEA, CNRS and INRIA at the following URL
+  "http://www.cecill.info".
+
+  As a counterpart to the access to the source code and  rights to copy,
+  modify and redistribute granted by the license, users are provided only
+  with a limited warranty  and the software's author,  the holder of the
+  economic rights,  and the successive licensors  have only  limited liability.
+
+  In this respect, the user's attention is drawn to the risks associated
+  with loading,  using,  modifying and/or developing or reproducing the
+  software by the user in light of its specific status of free software,
+  that may mean  that it is complicated to manipulate,  and  that  also
+  therefore means  that it is reserved for developers  and  experienced
+  professionals having in-depth computer knowledge. Users are therefore
+  encouraged to load and test the software's suitability as regards their
+  requirements in conditions enabling the security of their systems and/or
+  data to be ensured and,  more generally, to use and operate it in the
+  same conditions as regards security.
+  The fact that you are presently reading this means that you have had
+  knowledge of the CeCILL license and that you accept its terms.
+
+  ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+  Contact: paradiseo-help@lists.gforge.inria.fr
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  std::string instancePath;
+  unsigned int seed, maxIterations;
+
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
+
+  srand(seed);
+  Graph::load (instancePath.c_str());
+
+  Route solution;
+
+  RouteInit initializer;
+  initializer (solution);
+
+  RouteEval full_evaluation;
+  full_evaluation (solution);
+
+  std :: cout << "[From] " << solution << std :: endl;
+
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moBestImprSelect <TwoOpt> two_opt_selection;
+
+  moGenSolContinue <Route> continu(maxIterations);
+
+  moFitComparator<Route> comparator;
+
+  CitySwap perturbation;
+
+  moILS<TwoOpt> iterated_local_search (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation,
+				       two_opt_selection, continu, comparator, perturbation, full_evaluation) ;
+  iterated_local_search(solution);
+
+  std :: cout << "[To] " << solution << std :: endl;
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+  
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[iterated_local_search.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/windows/MO_lesson4/param b/contribution/trunk/tutos_META08/windows/MO_lesson4/param
new file mode 100755
index 000000000..a74405dfe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/MO_lesson4/param
@@ -0,0 +1,3 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--maxIter=1000                           # Maximum number of iterations.
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/benchs/020_05_01.txt b/contribution/trunk/tutos_META08/windows/flowshop/benchs/020_05_01.txt
new file mode 100755
index 000000000..2c2f78d86
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/benchs/020_05_01.txt
@@ -0,0 +1,63 @@
+20
+5
+873654221
+0
+468
+54 79 16 66 58 
+1
+325
+83 3 89 58 56 
+2
+923
+15 11 49 31 20 
+3
+513
+71 99 15 68 85 
+4
+1070
+77 56 89 78 53 
+5
+690
+36 70 45 91 35 
+6
+602
+53 99 60 13 53 
+7
+289
+38 60 23 59 41 
+8
+873
+27 5 57 49 69 
+9
+342
+87 56 64 85 13 
+10
+764
+76 3 7 85 86 
+11
+268
+91 61 1 9 72 
+12
+1158
+14 73 63 39 8 
+13
+646
+29 75 41 41 49 
+14
+1111
+12 47 63 56 47 
+15
+965
+77 14 47 40 87 
+16
+703
+32 21 26 54 58 
+17
+1205
+87 86 75 77 18 
+18
+334
+68 5 77 51 68 
+19
+1111
+94 77 40 31 28 
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/benchs/020_05_02.txt b/contribution/trunk/tutos_META08/windows/flowshop/benchs/020_05_02.txt
new file mode 100755
index 000000000..c82c2d033
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/benchs/020_05_02.txt
@@ -0,0 +1,63 @@
+20
+5
+379008056
+0
+517
+26 59 78 88 69 
+1
+461
+38 62 90 54 30 
+2
+832
+27 44 64 47 61 
+3
+653
+88 10 49 83 35 
+4
+933
+95 23 47 84 53 
+5
+811
+55 64 20 9 98 
+6
+966
+54 47 61 30 94 
+7
+448
+63 68 93 11 33 
+8
+577
+23 54 36 92 77 
+9
+1122
+45 9 47 63 31 
+10
+666
+86 30 70 62 54 
+11
+1189
+43 31 54 75 71 
+12
+470
+43 92 87 48 78 
+13
+475
+40 7 13 23 9 
+14
+462
+37 14 40 85 79 
+15
+866
+54 95 34 23 51 
+16
+392
+35 76 55 4 76 
+17
+310
+59 82 13 31 56 
+18
+719
+43 91 11 13 80 
+19
+1221
+50 37 5 98 72 
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/benchs/020_10_01.txt b/contribution/trunk/tutos_META08/windows/flowshop/benchs/020_10_01.txt
new file mode 100755
index 000000000..96bca095d
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/benchs/020_10_01.txt
@@ -0,0 +1,63 @@
+20
+10
+587595453
+0
+1250
+74 28 89 60 54 92 9 4 25 15 
+1
+1371
+21 3 52 88 66 11 8 18 15 84 
+2
+637
+58 27 56 26 12 54 88 25 91 8 
+3
+616
+4 61 13 58 57 97 72 28 49 30 
+4
+917
+21 34 7 76 70 57 27 95 56 95 
+5
+937
+28 76 32 98 82 53 22 51 10 79 
+6
+1435
+58 64 32 29 99 65 50 84 62 9 
+7
+1197
+83 87 98 47 84 77 2 18 70 91 
+8
+1301
+31 54 46 79 16 51 49 6 76 76 
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new file mode 100755
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new file mode 100755
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new file mode 100755
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new file mode 100755
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new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/windows/flowshop/benchs/100_05_01.txt b/contribution/trunk/tutos_META08/windows/flowshop/benchs/100_05_01.txt
new file mode 100755
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diff --git a/contribution/trunk/tutos_META08/windows/flowshop/benchs/100_10_01.txt b/contribution/trunk/tutos_META08/windows/flowshop/benchs/100_10_01.txt
new file mode 100755
index 000000000..480d6be62
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diff --git a/contribution/trunk/tutos_META08/windows/flowshop/benchs/100_20_01.txt b/contribution/trunk/tutos_META08/windows/flowshop/benchs/100_20_01.txt
new file mode 100755
index 000000000..f063c0f7c
--- /dev/null
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diff --git a/contribution/trunk/tutos_META08/windows/flowshop/benchs/200_10_01.txt b/contribution/trunk/tutos_META08/windows/flowshop/benchs/200_10_01.txt
new file mode 100755
index 000000000..d1bccf9b0
--- /dev/null
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diff --git a/contribution/trunk/tutos_META08/windows/flowshop/benchs/README b/contribution/trunk/tutos_META08/windows/flowshop/benchs/README
new file mode 100755
index 000000000..7f3c69274
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/benchs/README
@@ -0,0 +1 @@
+Further benchmarks for the bi-objective flow-shop scheduling problem are available at http://www.lifl.fr/~liefooga/benchmarks/
\ No newline at end of file
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShop.cpp b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShop.cpp
new file mode 100755
index 000000000..0bf5dfe89
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShop.cpp
@@ -0,0 +1,43 @@
+/*
+* <FlowShop.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShop.h>
+
+std::string FlowShop::className() const
+  {
+    return "FlowShop";
+  }
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShop.h b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShop.h
new file mode 100755
index 000000000..993f901d8
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShop.h
@@ -0,0 +1,58 @@
+/*
+* <FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOP_H_
+#define FLOWSHOP_H_
+
+#include <core/moeoVector.h>
+#include <FlowShopObjectiveVector.h>
+
+/**
+ *  Structure of the genotype for the flow-shop scheduling problem: a vector of unsigned int int.
+ */
+class FlowShop: public moeoVector < FlowShopObjectiveVector , double , double , unsigned int >
+  {
+  public:
+
+    /**
+     * class name
+     */
+    std::string className() const;
+
+  };
+
+#endif /*FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopBenchmarkParser.cpp b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopBenchmarkParser.cpp
new file mode 100755
index 000000000..5a8b412b5
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopBenchmarkParser.cpp
@@ -0,0 +1,131 @@
+/*
+* <FlowShopBenchmarkParser.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <stdexcept>
+#include <FlowShopBenchmarkParser.h>
+
+FlowShopBenchmarkParser::FlowShopBenchmarkParser(const std::string _benchmarkFileName)
+{
+  init(_benchmarkFileName);
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getM()
+{
+  return M;
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getN()
+{
+  return N;
+}
+
+
+const std::vector< std::vector<unsigned int> > FlowShopBenchmarkParser::getP()
+{
+  return p;
+}
+
+
+const std::vector<unsigned int> FlowShopBenchmarkParser::getD()
+{
+  return d;
+}
+
+
+void FlowShopBenchmarkParser::printOn(std::ostream & _os) const
+  {
+    _os << "M=" << M << " N=" << N << std::endl;
+    _os << "*** processing times" << std::endl;
+    for (unsigned int i=0; i<M; i++)
+      {
+        for (unsigned int j=0; j<N; j++)
+          {
+            _os << p[i][j] << " ";
+          }
+        _os << std::endl;
+      }
+    _os << "*** due-dates" << std::endl;
+    for (unsigned int j=0; j<N; j++)
+      {
+        _os << d[j] << " ";
+      }
+    _os << std::endl << std::endl;
+  }
+
+
+void FlowShopBenchmarkParser::init(const std::string _benchmarkFileName)
+{
+  std::string buffer;
+  std::string::size_type start, end;
+  std::ifstream inputFile(_benchmarkFileName.data(), std::ios::in);
+  // opening of the benchmark file
+  if (! inputFile)
+    throw std::runtime_error("*** ERROR : Unable to open the benchmark file");
+  // number of jobs (N)
+  getline(inputFile, buffer, '\n');
+  N = atoi(buffer.data());
+  // number of machines M
+  getline(inputFile, buffer, '\n');
+  M = atoi(buffer.data());
+  // initial and current seeds (not used)
+  getline(inputFile, buffer, '\n');
+  // processing times and due-dates
+  p = std::vector< std::vector<unsigned int> > (M,N);
+  d = std::vector<unsigned int> (N);
+  // for each job...
+  for (unsigned int j=0 ; j<N ; j++)
+    {
+      // index of the job (<=> j)
+      getline(inputFile, buffer, '\n');
+      // due-date of the job j
+      getline(inputFile, buffer, '\n');
+      d[j] = atoi(buffer.data());
+      // processing times of the job j on each machine
+      getline(inputFile, buffer, '\n');
+      start = buffer.find_first_not_of(" ");
+      for (unsigned int i=0 ; i<M ; i++)
+        {
+          end = buffer.find_first_of(" ", start);
+          p[i][j] = atoi(buffer.substr(start, end-start).data());
+          start = buffer.find_first_not_of(" ", end);
+        }
+    }
+  // closing of the input file
+  inputFile.close();
+}
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopBenchmarkParser.h b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopBenchmarkParser.h
new file mode 100755
index 000000000..0dc767bb0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopBenchmarkParser.h
@@ -0,0 +1,109 @@
+/*
+* <FlowShopBenchmarkParser.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPBENCHMARKPARSER_H_
+#define FLOWSHOPBENCHMARKPARSER_H_
+
+#include <fstream>
+#include <string>
+#include <vector>
+
+/**
+ * Class to handle parameters of a flow-shop instance from a benchmark file
+ */
+class FlowShopBenchmarkParser
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    FlowShopBenchmarkParser(const std::string _benchmarkFileName);
+
+
+    /**
+     * the number of machines
+     */
+    const unsigned int getM();
+
+
+    /**
+     * the number of jobs
+     */
+    const unsigned int getN();
+
+
+    /**
+     * the processing times
+     */
+    const std::vector < std::vector < unsigned int > > getP();
+
+
+    /**
+     * the due-dates
+     */
+    const std::vector < unsigned int > getD();
+
+
+    /**
+     * printing...
+     */
+    void printOn(std::ostream & _os) const;
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector < std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * Initialisation of the parameters with the data contained in the benchmark file
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    void init(const std::string _benchmarkFileName);
+
+  };
+
+#endif /*FLOWSHOPBENCHMARKPARSER_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopEval.cpp b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopEval.cpp
new file mode 100755
index 000000000..08465a6f8
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopEval.cpp
@@ -0,0 +1,90 @@
+/*
+* <FlowShopEval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopEval.h>
+
+
+FlowShopEval::FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d) :
+    M(_M), N (_N), p(_p), d(_d)
+{}
+
+
+void FlowShopEval::operator()(FlowShop & _flowshop)
+{
+  FlowShopObjectiveVector objVector;
+  objVector[0] = makespan(_flowshop);
+  objVector[1] = tardiness(_flowshop);
+  _flowshop.objectiveVector(objVector);
+}
+
+
+
+double FlowShopEval::makespan(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  return C[M-1][_flowshop[N-1]];
+}
+
+
+double FlowShopEval::tardiness(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  // tardiness computation
+  unsigned int long sum = 0;
+  for (unsigned int j=0 ; j<N ; j++)
+    sum += (unsigned int) std::max (0, (int) (C[M-1][_flowshop[j]] - d[_flowshop[j]]));
+  return sum;
+}
+
+
+std::vector< std::vector<unsigned int> > FlowShopEval::completionTime(const FlowShop & _flowshop)
+{
+  std::vector< std::vector<unsigned int> > C(M,N);
+  C[0][_flowshop[0]] = p[0][_flowshop[0]];
+  for (unsigned int j=1; j<N; j++)
+    C[0][_flowshop[j]] = C[0][_flowshop[j-1]] + p[0][_flowshop[j]];
+  for (unsigned int i=1; i<M; i++)
+    C[i][_flowshop[0]] = C[i-1][_flowshop[0]] + p[i][_flowshop[0]];
+  for (unsigned int i=1; i<M; i++)
+    for (unsigned int j=1; j<N; j++)
+      C[i][_flowshop[j]] = std::max(C[i][_flowshop[j-1]], C[i-1][_flowshop[j]]) + p[i][_flowshop[j]];
+  return C;
+}
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopEval.h b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopEval.h
new file mode 100755
index 000000000..2eeb83678
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopEval.h
@@ -0,0 +1,104 @@
+/*
+* <FlowShopEval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPEVAL_H_
+#define FLOWSHOPEVAL_H_
+
+#include <vector>
+#include <core/moeoEvalFunc.h>
+#include <FlowShop.h>
+
+/**
+ * Evaluation of the objective vector a (multi-objective) FlowShop object
+ */
+class FlowShopEval : public moeoEvalFunc<FlowShop>
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _M the number of machines 
+     * @param _N the number of jobs to schedule
+     * @param _p the processing times
+     * @param _d the due dates
+     */
+    FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d);
+
+
+    /**
+     * computation of the multi-objective evaluation of a FlowShop object
+     * @param _flowshop the FlowShop object to evaluate
+     */
+    void operator()(FlowShop & _flowshop);
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector< std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * computation of the makespan
+     * @param _flowshop the genotype to evaluate
+     */
+    double makespan(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the tardiness
+     * @param _flowshop the genotype to evaluate
+     */
+    double tardiness(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the completion times of a scheduling (for each job on each machine)
+     * C[i][j] = completion of the jth job of the scheduling on the ith machine
+     * @param _flowshop the genotype to evaluate
+     */
+    std::vector< std::vector<unsigned int> > completionTime (const FlowShop & _flowshop);
+
+  };
+
+#endif /*FLOWSHOPEVAL_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopInit.cpp b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopInit.cpp
new file mode 100755
index 000000000..dde677384
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopInit.cpp
@@ -0,0 +1,64 @@
+/*
+* <FlowShopInit.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopInit.h>
+
+
+FlowShopInit::FlowShopInit(unsigned int _N) : N(_N)
+{}
+
+
+void FlowShopInit::operator()(FlowShop & _flowshop)
+{
+  // scheduling vector
+  std::vector<unsigned int> scheduling(N);
+  // initialisation of possible values
+  std::vector<unsigned int> possibles(N);
+  for (unsigned int i=0 ; i<N ; i++)
+    possibles[i] = i;
+  // random initialization
+  unsigned int rInd;     // random index
+  for (unsigned int i=0; i<N; i++)
+    {
+      rInd = (unsigned int) rng.uniform(N-i);
+      scheduling[i] = possibles[rInd];
+      possibles[rInd] = possibles[N-i-1];
+    }
+  _flowshop.resize(N);
+  _flowshop.value(scheduling);
+  _flowshop.invalidate();	   // IMPORTANT in case the _genotype is old
+}
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopInit.h b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopInit.h
new file mode 100755
index 000000000..d21072453
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopInit.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopInit.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPINIT_H_
+#define FLOWSHOPINIT_H_
+
+#include <eoInit.h>
+#include <FlowShop.h>
+
+/**
+ *  Initialization of a random genotype built by the default constructor of the FlowShop class
+ */
+typedef eoInitPermutation<FlowShop> FlowShopInit;
+
+#endif /*FLOWSHOPINIT_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopObjectiveVector.h b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopObjectiveVector.h
new file mode 100755
index 000000000..65814085f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopObjectiveVector.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopObjectiveVector.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTOR_H_
+#define FLOWSHOPOBJECTIVEVECTOR_H_
+
+#include <core/moeoRealObjectiveVector.h>
+#include <FlowShopObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector for multi-objective flow-shop problems: a vector of doubles
+ */
+typedef moeoRealObjectiveVector < FlowShopObjectiveVectorTraits > FlowShopObjectiveVector;
+
+#endif /*FLOWSHOPOBJECTIVEVECTOR_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopObjectiveVectorTraits.cpp b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopObjectiveVectorTraits.cpp
new file mode 100755
index 000000000..08487e873
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopObjectiveVectorTraits.cpp
@@ -0,0 +1,57 @@
+/*
+* <FlowShopObjectiveVectorTraits.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopObjectiveVectorTraits.h>
+
+
+bool FlowShopObjectiveVectorTraits::minimizing (int _i)
+{
+  // minimizing both
+  return true;
+}
+
+bool FlowShopObjectiveVectorTraits::maximizing (int _i)
+{
+  // minimizing both
+  return false;
+}
+
+unsigned int FlowShopObjectiveVectorTraits::nObjectives ()
+{
+  // 2 objectives
+  return 2;
+}
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopObjectiveVectorTraits.h b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopObjectiveVectorTraits.h
new file mode 100755
index 000000000..b95d6f2ea
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopObjectiveVectorTraits.h
@@ -0,0 +1,71 @@
+/*
+* <FlowShopObjectiveVectorTraits.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+#define FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+
+#include <core/moeoObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector traits for multi-objective flow-shop problems
+ */
+class FlowShopObjectiveVectorTraits : public moeoObjectiveVectorTraits
+  {
+  public:
+
+    /**
+     * Returns true if the _ith objective have to be minimzed
+     * @param _i index of the objective
+     */
+    static bool minimizing (int _i);
+
+
+    /**
+     * Returns true if the _ith objective have to be maximzed
+     * @param _i index of the objective
+     */
+    static bool maximizing (int _i);
+
+
+    /**
+     * Returns the number of objectives
+     */
+    static unsigned int nObjectives ();
+
+  };
+
+#endif /*FLOWSHOPOBJECTIVEVECTORTRAITS_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpCrossoverQuad.cpp b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpCrossoverQuad.cpp
new file mode 100755
index 000000000..5b64c7e41
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpCrossoverQuad.cpp
@@ -0,0 +1,110 @@
+/*
+* <FlowShopOpCrossoverQuad.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopOpCrossoverQuad.h>
+
+
+std::string FlowShopOpCrossoverQuad::className() const
+  {
+    return "FlowShopOpCrossoverQuad";
+  }
+
+
+bool FlowShopOpCrossoverQuad::operator()(FlowShop & _flowshop1, FlowShop & _flowshop2)
+{
+  bool oneAtLeastIsModified;
+  // computation of the 2 random points
+  unsigned int point1, point2;
+  do
+    {
+      point1 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+      point2 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+    }
+  while (fabs((double) point1-point2) <= 2);
+  // computation of the offspring
+  FlowShop offspring1 = generateOffspring(_flowshop1, _flowshop2, point1, point2);
+  FlowShop offspring2 = generateOffspring(_flowshop2, _flowshop1, point1, point2);
+  // does at least one genotype has been modified ?
+  if ((_flowshop1 != offspring1) || (_flowshop2 != offspring2))
+    {
+      // update
+      _flowshop1.value(offspring1);
+      _flowshop2.value(offspring2);
+      // at least one genotype has been modified
+      oneAtLeastIsModified = true;
+    }
+  else
+    {
+      // no genotype has been modified
+      oneAtLeastIsModified = false;
+    }
+  // return 'true' if at least one genotype has been modified
+  return oneAtLeastIsModified;
+}
+
+
+FlowShop FlowShopOpCrossoverQuad::generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2)
+{
+  FlowShop result = _parent1;
+  std::vector<bool> taken_values(result.size(), false);
+  if (_point1 > _point2)
+    std::swap(_point1, _point2);
+  /* first parent */
+  for (unsigned int i=0 ; i<=_point1 ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  for (unsigned int i=_point2 ; i<result.size() ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  /* second parent */
+  unsigned int i = _point1+1;
+  unsigned int j = 0;
+  while (i<_point2 && j<_parent2.size())
+    {
+      if (! taken_values[_parent2[j]])
+        {
+          result[i] = _parent2[j];
+          i++;
+        }
+      j++;
+    }
+  return result;
+}
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpCrossoverQuad.h b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpCrossoverQuad.h
new file mode 100755
index 000000000..79fe70128
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpCrossoverQuad.h
@@ -0,0 +1,78 @@
+/*
+* <FlowShopOpCrossoverQuad.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPCROSSOVERQUAD_H_
+#define FLOWSHOPOPCROSSOVERQUAD_H_
+
+#include <eoOp.h>
+#include <FlowShop.h>
+
+/**
+ * Quadratic crossover operator for flow-shop (modify the both genotypes)
+ */
+class FlowShopOpCrossoverQuad : public eoQuadOp < FlowShop >
+  {
+  public:
+
+    /**
+     * the class name (used to display statistics)
+     */
+    std::string className() const;
+
+
+    /**
+     * eoQuad crossover - _flowshop1 and _flowshop2 are the (future) offspring, i.e. _copies_ of the parents
+     * @param _flowshop1 the first parent
+     * @param _flowshop2 the second parent
+     */
+    bool operator()(FlowShop & _flowshop1, FlowShop & _flowshop2);
+
+
+  private:
+
+    /**
+     * generation of an offspring by a 2 points crossover
+     * @param _parent1 the first parent
+     * @param _parent2 the second parent
+     * @param _point1 the first point
+     * @param _point2 the second point
+     */
+    FlowShop generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2);
+
+  };
+
+#endif /*FLOWSHOPOPCROSSOVERQUAD_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpMutationExchange.h b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpMutationExchange.h
new file mode 100755
index 000000000..51801d9d9
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpMutationExchange.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationExchange.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONEXCHANGE_H_
+#define FLOWSHOPOPMUTATIONEXCHANGE_H_
+
+#include <eoSwapMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Exchange mutation operator for the flow-shop
+ */
+typedef eoSwapMutation<FlowShop> FlowShopOpMutationExchange;
+
+#endif /*FLOWSHOPOPMUTATIONEXCHANGE_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpMutationShift.h b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpMutationShift.h
new file mode 100755
index 000000000..523bb88f0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/FlowShopOpMutationShift.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationShift.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONSHIFT_H_
+#define FLOWSHOPOPMUTATIONSHIFT_H_
+
+#include <eoShiftMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Shift mutation operator for flow-shop
+ */
+typedef eoShiftMutation<FlowShop> FlowShopOpMutationShift;
+
+#endif /*FLOWSHOPOPMUTATIONSHIFT_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/make_eval_FlowShop.h b/contribution/trunk/tutos_META08/windows/flowshop/src/make_eval_FlowShop.h
new file mode 100755
index 000000000..680615af7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/make_eval_FlowShop.h
@@ -0,0 +1,81 @@
+/*
+* <make_eval_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_EVAL_FLOWSHOP_H_
+#define MAKE_EVAL_FLOWSHOP_H_
+
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoEvalFuncCounter.h>
+#include <FlowShop.h>
+#include <FlowShopBenchmarkParser.h>
+#include <FlowShopEval.h>
+
+/*
+ * This function creates an eoEvalFuncCounter<eoFlowShop> that can later be used to evaluate an individual.
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoEvalFuncCounter<FlowShop> & do_make_eval(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks)", 'B',"Representation", true).value();
+  if (benchmarkFileName == "")
+    {
+      std::string stmp = "*** Missing name of the benchmark file\n";
+      stmp += "    Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+      stmp += "    Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+      throw std::runtime_error(stmp.c_str());
+    }
+  // reading of the parameters contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int M = fParser.getM();
+  unsigned int N = fParser.getN();
+  std::vector< std::vector<unsigned int> > p = fParser.getP();
+  std::vector<unsigned int> d = fParser.getD();
+  // build of the initializer (a pointer, stored in the eoState)
+  FlowShopEval* plainEval = new FlowShopEval(M, N, p, d);
+  // turn that object into an evaluation counter
+  eoEvalFuncCounter<FlowShop>* eval = new eoEvalFuncCounter<FlowShop> (* plainEval);
+  // store in state
+  _state.storeFunctor(eval);
+  // and return a reference
+  return *eval;
+}
+
+#endif /*MAKE_EVAL_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/make_genotype_FlowShop.h b/contribution/trunk/tutos_META08/windows/flowshop/src/make_genotype_FlowShop.h
new file mode 100755
index 000000000..5487a0f17
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/make_genotype_FlowShop.h
@@ -0,0 +1,74 @@
+/*
+* <make_genotype_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_GENOTYPE_FLOWSHOP_H_
+#define MAKE_GENOTYPE_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <FlowShop.h>
+#include <FlowShopInit.h>
+#include <FlowShopBenchmarkParser.h>
+
+/*
+ * This function creates an eoInit<eoFlowShop> that can later be used to initialize the population (see make_pop.h).
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoInit<FlowShop> & do_make_genotype(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks/)", 'B',"Representation", true).value();
+  if (benchmarkFileName == "")
+    {
+      std::string stmp = "*** Missing name of the benchmark file\n";
+      stmp += "   Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+      stmp += "   Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+      throw std::runtime_error(stmp.c_str());
+    }
+  // reading of number of jobs to schedule contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int N = fParser.getN();
+  // build of the initializer (a pointer, stored in the eoState)
+  eoInit<FlowShop>* init = new FlowShopInit(N);
+  // store in state
+  _state.storeFunctor(init);
+  // and return a reference
+  return *init;
+}
+
+#endif /*MAKE_GENOTYPE_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/flowshop/src/make_op_FlowShop.h b/contribution/trunk/tutos_META08/windows/flowshop/src/make_op_FlowShop.h
new file mode 100755
index 000000000..4316f7f65
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/flowshop/src/make_op_FlowShop.h
@@ -0,0 +1,132 @@
+/*
+* <make_op_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_OP_FLOWSHOP_H_
+#define MAKE_OP_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoOp.h>
+#include <eoGenOp.h>
+#include <eoCloneOps.h>
+#include <eoOpContainer.h>
+#include <eoProportionalCombinedOp.h>
+#include <FlowShopOpCrossoverQuad.h>
+#include <FlowShopOpMutationShift.h>
+#include <FlowShopOpMutationExchange.h>
+
+/*
+ * This function builds the operators that will be applied to the eoFlowShop
+ * @param eoParameterLoader& _parser to get user parameters
+ * @param eoState& _state to store the memory
+ */
+eoGenOp<FlowShop> & do_make_op(eoParameterLoader& _parser, eoState& _state)
+{
+
+  /////////////////////////////
+  // Variation operators
+  ////////////////////////////
+
+  // the crossover
+  ////////////////
+
+  // a first crossover
+  eoQuadOp<FlowShop> *cross = new FlowShopOpCrossoverQuad;
+  // store in the state
+  _state.storeFunctor(cross);
+
+  // relative rate in the combination
+  double cross1Rate = _parser.createParam(1.0, "crossRate", "Relative rate for the only crossover", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedQuadOp<FlowShop> *propXover = new eoPropCombinedQuadOp<FlowShop>(*cross, cross1Rate);
+  // store in the state
+  _state.storeFunctor(propXover);
+
+
+  // the mutation
+  ///////////////
+
+  // a first mutation : the shift mutation
+  eoMonOp<FlowShop> *mut = new FlowShopOpMutationShift;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut1Rate = _parser.createParam(0.5, "shiftMutRate", "Relative rate for shift mutation", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedMonOp<FlowShop> *propMutation = new eoPropCombinedMonOp<FlowShop>(*mut, mut1Rate);
+  _state.storeFunctor(propMutation);
+
+  // a second mutation : the exchange mutation
+  mut = new FlowShopOpMutationExchange;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut2Rate = _parser.createParam(0.5, "exchangeMutRate", "Relative rate for exchange mutation", 0, "Variation Operators").value();
+  // addition of this one to the combined operator
+  propMutation -> add(*mut, mut2Rate);
+
+  // end of crossover and mutation definitions
+  ////////////////////////////////////////////
+
+  // First read the individual level parameters
+  eoValueParam<double>& pCrossParam = _parser.createParam(0.25, "pCross", "Probability of Crossover", 'c', "Variation Operators" );
+  // minimum check
+  if ( (pCrossParam.value() < 0) || (pCrossParam.value() > 1) )
+    throw std::runtime_error("Invalid pCross");
+
+  eoValueParam<double>& pMutParam = _parser.createParam(0.35, "pMut", "Probability of Mutation", 'm', "Variation Operators" );
+  // minimum check
+  if ( (pMutParam.value() < 0) || (pMutParam.value() > 1) )
+    throw std::runtime_error("Invalid pMut");
+
+  // the crossover - with probability pCross
+  eoProportionalOp<FlowShop> * propOp = new eoProportionalOp<FlowShop> ;
+  _state.storeFunctor(propOp);
+  eoQuadOp<FlowShop> *ptQuad = new eoQuadCloneOp<FlowShop>;
+  _state.storeFunctor(ptQuad);
+  propOp -> add(*propXover, pCrossParam.value()); // crossover, with proba pcross
+  propOp -> add(*ptQuad, 1-pCrossParam.value()); // nothing, with proba 1-pcross
+
+  // now the sequential
+  eoSequentialOp<FlowShop> *op = new eoSequentialOp<FlowShop>;
+  _state.storeFunctor(op);
+  op -> add(*propOp, 1.0);	 // always do combined crossover
+  op -> add(*propMutation, pMutParam.value()); // then mutation, with proba pmut
+
+  // return a reference
+  return *op;
+}
+
+#endif /*MAKE_OP_FLOWSHOP_H_*/
diff --git a/contribution/trunk/tutos_META08/windows/hybrid_lesson/hybrid_ga.cpp b/contribution/trunk/tutos_META08/windows/hybrid_lesson/hybrid_ga.cpp
new file mode 100755
index 000000000..68cd64450
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/hybrid_lesson/hybrid_ga.cpp
@@ -0,0 +1,195 @@
+/* 
+* <tsp.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Thomas Legrand
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <eo>
+#include <mo>
+#include <tsp>
+
+void manage_configuration_file(eoParser & _parser);
+
+int
+main (int _argc, char* _argv [])
+{
+  eoParser parser(_argc, _argv); 
+
+  manage_configuration_file(parser);
+
+  unsigned int seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
+  std::string instancePath=parser.getParamWithLongName("instancePath")->getValue();
+  unsigned int populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
+  unsigned int maxGen=atoi( (parser.getParamWithLongName("maxGen")->getValue()).c_str() );
+  double crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
+  double mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
+  unsigned int nbOffspring=atoi( (parser.getParamWithLongName("nbOffspring")->getValue()).c_str() );
+  std::string crossoverType=parser.getParamWithLongName("crossType")->getValue();
+  std::string selectionType=parser.getParamWithLongName("selectionType")->getValue();
+
+  // random number generator
+  srand (seed);
+
+  // load test instance
+  Graph::load(instancePath.c_str());
+
+  // the evaluation function
+  RouteEval full_evaluation ;
+  // the genotype (through a genotype initializer)
+  RouteInit init ;
+  // crossover
+  eoQuadOp <Route>*crossover;
+  if(crossoverType.compare("Partial")==0)
+  {
+      crossover=new PartialMappedXover();
+  }
+  else if (crossoverType.compare("Order")==0)
+  {
+      crossover=new OrderXover();
+  }
+  else if (crossoverType.compare("Edge")==0)
+  {
+      crossover=new EdgeXover();
+  }
+  else
+  {
+      throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
+  }
+
+  // mutation (hybridization)
+  TwoOptInit two_opt_initializer;
+
+  TwoOptNext two_opt_next_move_generator;
+
+  TwoOptIncrEval two_opt_incremental_evaluation;
+
+  moMoveSelect<TwoOpt>* two_opt_selection;
+
+  if(selectionType.compare("Best")==0)
+    {
+      two_opt_selection= new moBestImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("First")==0)
+    {
+      two_opt_selection= new moFirstImprSelect<TwoOpt>();
+    }
+  else if (selectionType.compare("Random")==0)
+    {
+      two_opt_selection= new moRandImprSelect<TwoOpt>();
+    }
+  else
+    {
+      throw std::runtime_error("[hill_climbing.cpp]: the type of selection '"+selectionType+"' is not correct.");
+    }
+
+  moHC <TwoOpt> hill_climbing_mutation (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation, 
+			       *two_opt_selection, full_evaluation);
+  
+  eoSGATransform <Route> transform (*crossover, crossoverRate, hill_climbing_mutation, mutationRate) ;  
+
+
+  /*** the representation-independent things ***/
+  
+  // initialization of the population
+  eoPop <Route> population (populationSize, init) ;
+  apply <Route> (full_evaluation, population) ;
+  // select
+  eoDetTournamentSelect <Route> select_one ;
+  eoSelectNumber <Route> select (select_one, nbOffspring) ;
+  // replace
+  eoGenerationalReplacement <Route> genReplace;
+  eoWeakElitistReplacement <Route> replace(genReplace);
+  // stopping criteria
+  eoGenContinue <Route> continu (maxGen) ;
+  // algorithm
+  eoEasyEA <Route> ea (continu, full_evaluation, select, transform, replace) ;
+
+
+
+  /*** Go ! ***/
+
+  // initial solution
+  std :: cout << "[From] " << population.best_element () << std :: endl ;
+  
+  // run the algo
+  ea(population);
+
+  // final solution
+  std :: cout << "[To] " << population.best_element () << std :: endl ;
+    
+  delete(crossover);
+  delete(two_opt_selection);
+
+  return EXIT_SUCCESS;
+}
+
+void
+manage_configuration_file(eoParser & _parser)
+{
+  std::ofstream os;
+
+  _parser.createParam(std::string("../tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
+		      0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)1000, "maxGen", "Maximum number of generations.", 0, "Configuration", false);
+  
+  _parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
+  
+  _parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
+
+  _parser.getORcreateParam((unsigned int)100, "nbOffspring", "Number of offspring.", 0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.", 
+			   0, "Configuration", false);
+
+  _parser.getORcreateParam(std::string("Best"), "selectionType", "Type of the selection: 'Best', 'First' or 'Random'.", 
+			   0, "Configuration", false);
+
+  if (_parser.userNeedsHelp())
+    {
+      _parser.printHelp(std::cout);
+      exit(EXIT_FAILURE);
+    }
+  
+  os.open("current_param");
+  if(!os.is_open())
+    {
+      throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
+    }
+  os <<_parser;
+  os.close();
+}
diff --git a/contribution/trunk/tutos_META08/windows/hybrid_lesson/param b/contribution/trunk/tutos_META08/windows/hybrid_lesson/param
new file mode 100755
index 000000000..f67b2e971
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/hybrid_lesson/param
@@ -0,0 +1,9 @@
+######    Configuration           ######
+--instancePath=../tsp/benchs/berlin52.tsp # Path to the instance.
+--popSize=100                            # Size of the population.
+--maxGen=1000                           # Maximum number of iterations.
+--crossRate=1                            # Probability of crossover.
+--mutRate=0.01                           # Probability of mutation.
+--nbOffspring=100                      # Number of selected parents.
+--crossType=Partial                      # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
+--selectionType=Best                     # Type of the selection: 'Best', 'First' or 'Random'.
diff --git a/contribution/trunk/tutos_META08/windows/tsp/benchs/README b/contribution/trunk/tutos_META08/windows/tsp/benchs/README
new file mode 100755
index 000000000..6a9fb5488
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/benchs/README
@@ -0,0 +1,93 @@
+All the instances in this directory come from the TSPLIB database. All the TSPLIB instances can be downloaded at this address:
+http://www.iwr.uni-heidelberg.de/groups/comopt/software/TSPLIB95/tsp/
+
+The accepted format is:
+
+NAME: instance_name
+TYPE: TSP
+COMMENT: comments about the instance
+DIMENSION: number of towns.
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+.
+.
+.
+.
+.
+.
+EOF
+
+Compatibility bugs with some TSPLIB instances (soon corrected):
+
+==> some instances have a space after a section title, for example "NAME :" instead of "NAME:".
+==> several instances have the "COMMENT:" section before the "TYPE:" section.
+==> several section are not yet implemented ("DISPLAY_DATA_TYPE:", ...).
+
+Already corrected bugs:
+
+==> some instances have several lines with the keyword "COMMENTS:"
+
+For instance, the Berlin52 instance:
+
+NAME: berlin52
+TYPE: TSP
+COMMENT: 52 locations in Berlin (Groetschel)
+DIMENSION: 52
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+4 945.0 685.0
+5 845.0 655.0
+6 880.0 660.0
+7 25.0 230.0
+8 525.0 1000.0
+9 580.0 1175.0
+10 650.0 1130.0
+11 1605.0 620.0 
+12 1220.0 580.0
+13 1465.0 200.0
+14 1530.0 5.0
+15 845.0 680.0
+16 725.0 370.0
+17 145.0 665.0
+18 415.0 635.0
+19 510.0 875.0  
+20 560.0 365.0
+21 300.0 465.0
+22 520.0 585.0
+23 480.0 415.0
+24 835.0 625.0
+25 975.0 580.0
+26 1215.0 245.0
+27 1320.0 315.0
+28 1250.0 400.0
+29 660.0 180.0
+30 410.0 250.0
+31 420.0 555.0
+32 575.0 665.0
+33 1150.0 1160.0
+34 700.0 580.0
+35 685.0 595.0
+36 685.0 610.0
+37 770.0 610.0
+38 795.0 645.0
+39 720.0 635.0
+40 760.0 650.0
+41 475.0 960.0
+42 95.0 260.0
+43 875.0 920.0
+44 700.0 500.0
+45 555.0 815.0
+46 830.0 485.0
+47 1170.0 65.0
+48 830.0 610.0
+49 605.0 625.0
+50 595.0 360.0
+51 1340.0 725.0
+52 1740.0 245.0
+EOF
diff --git a/contribution/trunk/tutos_META08/windows/tsp/benchs/berlin52.tsp b/contribution/trunk/tutos_META08/windows/tsp/benchs/berlin52.tsp
new file mode 100755
index 000000000..6f3579180
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/benchs/berlin52.tsp
@@ -0,0 +1,60 @@
+NAME: berlin52
+TYPE: TSP
+COMMENT: 52 locations in Berlin (Groetschel)
+DIMENSION: 52
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 565.0 575.0
+2 25.0 185.0
+3 345.0 750.0
+4 945.0 685.0
+5 845.0 655.0
+6 880.0 660.0
+7 25.0 230.0
+8 525.0 1000.0
+9 580.0 1175.0
+10 650.0 1130.0
+11 1605.0 620.0 
+12 1220.0 580.0
+13 1465.0 200.0
+14 1530.0 5.0
+15 845.0 680.0
+16 725.0 370.0
+17 145.0 665.0
+18 415.0 635.0
+19 510.0 875.0  
+20 560.0 365.0
+21 300.0 465.0
+22 520.0 585.0
+23 480.0 415.0
+24 835.0 625.0
+25 975.0 580.0
+26 1215.0 245.0
+27 1320.0 315.0
+28 1250.0 400.0
+29 660.0 180.0
+30 410.0 250.0
+31 420.0 555.0
+32 575.0 665.0
+33 1150.0 1160.0
+34 700.0 580.0
+35 685.0 595.0
+36 685.0 610.0
+37 770.0 610.0
+38 795.0 645.0
+39 720.0 635.0
+40 760.0 650.0
+41 475.0 960.0
+42 95.0 260.0
+43 875.0 920.0
+44 700.0 500.0
+45 555.0 815.0
+46 830.0 485.0
+47 1170.0 65.0
+48 830.0 610.0
+49 605.0 625.0
+50 595.0 360.0
+51 1340.0 725.0
+52 1740.0 245.0
+EOF
+
diff --git a/contribution/trunk/tutos_META08/windows/tsp/benchs/eil101.tsp b/contribution/trunk/tutos_META08/windows/tsp/benchs/eil101.tsp
new file mode 100755
index 000000000..46ff3bcc6
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/benchs/eil101.tsp
@@ -0,0 +1,108 @@
+NAME: eil101
+TYPE: TSP
+COMMENT: 101-city problem (Christofides/Eilon)
+DIMENSION: 101
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 41 49
+2 35 17
+3 55 45
+4 55 20
+5 15 30
+6 25 30
+7 20 50
+8 10 43
+9 55 60
+10 30 60
+11 20 65
+12 50 35
+13 30 25
+14 15 10
+15 30 5
+16 10 20
+17 5 30
+18 20 40
+19 15 60
+20 45 65
+21 45 20
+22 45 10
+23 55 5
+24 65 35
+25 65 20
+26 45 30
+27 35 40
+28 41 37
+29 64 42
+30 40 60
+31 31 52
+32 35 69
+33 53 52
+34 65 55
+35 63 65
+36 2 60
+37 20 20
+38 5 5
+39 60 12
+40 40 25
+41 42 7
+42 24 12
+43 23 3
+44 11 14
+45 6 38
+46 2 48
+47 8 56
+48 13 52
+49 6 68
+50 47 47
+51 49 58
+52 27 43
+53 37 31
+54 57 29
+55 63 23
+56 53 12
+57 32 12
+58 36 26
+59 21 24
+60 17 34
+61 12 24
+62 24 58
+63 27 69
+64 15 77
+65 62 77
+66 49 73
+67 67 5
+68 56 39
+69 37 47
+70 37 56
+71 57 68
+72 47 16
+73 44 17
+74 46 13
+75 49 11
+76 49 42
+77 53 43
+78 61 52
+79 57 48
+80 56 37
+81 55 54
+82 15 47
+83 14 37
+84 11 31
+85 16 22
+86 4 18
+87 28 18
+88 26 52
+89 26 35
+90 31 67
+91 15 19
+92 22 22
+93 18 24
+94 26 27
+95 25 24
+96 22 27
+97 25 21
+98 19 21
+99 20 26
+100 18 18
+101 35 35
+EOF
diff --git a/contribution/trunk/tutos_META08/windows/tsp/benchs/eil51.tsp b/contribution/trunk/tutos_META08/windows/tsp/benchs/eil51.tsp
new file mode 100755
index 000000000..543d1013c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/benchs/eil51.tsp
@@ -0,0 +1,58 @@
+NAME : eil51
+COMMENT : 51-city problem (Christofides/Eilon)
+TYPE : TSP
+DIMENSION : 51
+EDGE_WEIGHT_TYPE : EUC_2D
+NODE_COORD_SECTION
+1 37 52
+2 49 49
+3 52 64
+4 20 26
+5 40 30
+6 21 47
+7 17 63
+8 31 62
+9 52 33
+10 51 21
+11 42 41
+12 31 32
+13 5 25
+14 12 42
+15 36 16
+16 52 41
+17 27 23
+18 17 33
+19 13 13
+20 57 58
+21 62 42
+22 42 57
+23 16 57
+24 8 52
+25 7 38
+26 27 68
+27 30 48
+28 43 67
+29 58 48
+30 58 27
+31 37 69
+32 38 46
+33 46 10
+34 61 33
+35 62 63
+36 63 69
+37 32 22
+38 45 35
+39 59 15
+40 5 6
+41 10 17
+42 21 10
+43 5 64
+44 30 15
+45 39 10
+46 32 39
+47 25 32
+48 25 55
+49 48 28
+50 56 37
+51 30 40
+EOF
diff --git a/contribution/trunk/tutos_META08/windows/tsp/benchs/pr2392.tsp b/contribution/trunk/tutos_META08/windows/tsp/benchs/pr2392.tsp
new file mode 100755
index 000000000..2cd96eff4
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/benchs/pr2392.tsp
@@ -0,0 +1,2399 @@
+NAME: pr2392
+TYPE: TSP
+COMMENT: 2392-city problem (Padberg/Rinaldi)
+DIMENSION: 2392
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
+1 1.63900e+03 2.15600e+03
+2 1.87500e+03 2.92500e+03
+3 2.15000e+03 2.92500e+03
+4 2.42500e+03 2.92500e+03
+5 2.52500e+03 2.67500e+03
+6 2.52500e+03 2.57500e+03
+7 2.52500e+03 2.37500e+03
+8 2.52500e+03 2.27500e+03
+9 2.52500e+03 2.17500e+03
+10 2.78600e+03 2.14800e+03
+11 2.78600e+03 2.24900e+03
+12 2.78600e+03 2.35200e+03
+13 2.78500e+03 2.45100e+03
+14 2.78500e+03 2.55200e+03
+15 2.78700e+03 2.65100e+03
+16 2.92500e+03 2.92500e+03
+17 3.19800e+03 2.92500e+03
+18 3.47500e+03 2.92500e+03
+19 3.72500e+03 2.92500e+03
+20 3.67500e+03 2.67500e+03
+21 3.67500e+03 2.57500e+03
+22 3.67500e+03 2.37500e+03
+23 3.67500e+03 2.27500e+03
+24 3.67500e+03 2.17500e+03
+25 4.18900e+03 2.15600e+03
+26 4.19000e+03 2.25600e+03
+27 4.19000e+03 2.35500e+03
+28 4.18900e+03 2.45600e+03
+29 4.18900e+03 2.55600e+03
+30 4.19000e+03 2.65600e+03
+31 4.27500e+03 2.97500e+03
+32 4.42500e+03 2.92500e+03
+33 4.70000e+03 2.92500e+03
+34 4.97500e+03 2.92500e+03
+35 5.07500e+03 2.67500e+03
+36 5.07500e+03 2.57500e+03
+37 5.07500e+03 2.37500e+03
+38 5.07500e+03 2.27500e+03
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+40 5.33600e+03 2.14800e+03
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+58 6.73900e+03 2.45600e+03
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+60 6.74000e+03 2.65600e+03
+61 6.82500e+03 2.97500e+03
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+EOF
diff --git a/contribution/trunk/tutos_META08/windows/tsp/benchs/rl5915.tsp b/contribution/trunk/tutos_META08/windows/tsp/benchs/rl5915.tsp
new file mode 100755
index 000000000..86f6a24fd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/benchs/rl5915.tsp
@@ -0,0 +1,5922 @@
+NAME: rl5915
+TYPE: TSP
+COMMENT: 5915-city TSP (Reinelt)
+DIMENSION: 5915
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
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diff --git a/contribution/trunk/tutos_META08/windows/tsp/benchs/usa13509.tsp b/contribution/trunk/tutos_META08/windows/tsp/benchs/usa13509.tsp
new file mode 100755
index 000000000..a03eef901
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/benchs/usa13509.tsp
@@ -0,0 +1,13519 @@
+NAME: usa13509
+TYPE: TSP
+COMMENT: Cities with population at least 500 in the continental US.
+COMMENT: Contributed by David Applegate and Andre Rohe, based on the
+COMMENT: data set "US.lat-long" from the ftp site ftp.cs.toronto.edu.
+COMMENT: The file US.lat-long.Z can be found in the directory /doc/geography.
+DIMENSION: 13509
+EDGE_WEIGHT_TYPE: EUC_2D
+NODE_COORD_SECTION
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+EOF
\ No newline at end of file
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/city_swap.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/city_swap.cpp
new file mode 100755
index 000000000..e47a4e31b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/city_swap.cpp
@@ -0,0 +1,50 @@
+/*
+* <city_swap.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "city_swap.h"
+
+bool CitySwap :: operator () (Route & __route)
+{
+
+  std :: swap (__route [rng.random (__route.size ())],
+               __route [rng.random (__route.size ())]) ;
+
+  __route.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/city_swap.h b/contribution/trunk/tutos_META08/windows/tsp/src/city_swap.h
new file mode 100755
index 000000000..eda897f0f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/city_swap.h
@@ -0,0 +1,55 @@
+/*
+* <city_swap.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef city_swap_h
+#define city_swap_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Its swaps two vertices
+    randomly choosen */
+class CitySwap : public eoMonOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/edge_xover.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/edge_xover.cpp
new file mode 100755
index 000000000..a8b6a8532
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/edge_xover.cpp
@@ -0,0 +1,169 @@
+/*
+* <edge_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+
+#include <utils/eoRNG.h>
+
+#include "edge_xover.h"
+#include "route_valid.h"
+
+#define MAXINT 1000000
+
+void
+EdgeXover :: build_map (const Route & __par1, const Route & __par2)
+{
+
+  unsigned int len = __par1.size () ;
+
+  /* Initialization */
+  _map.clear () ;
+  _map.resize (len) ;
+
+  for (unsigned int i = 0 ; i < len ; i ++)
+    {
+      _map [__par1 [i]].insert (__par1 [(i + 1) % len]) ;
+      _map [__par2 [i]].insert (__par2 [(i + 1) % len]) ;
+      _map [__par1 [i]].insert (__par1 [(i - 1 + len) % len]) ;
+      _map [__par2 [i]].insert (__par2 [(i - 1 + len) % len]) ;
+    }
+
+  visited.clear () ;
+  visited.resize (len, false) ;
+}
+
+void
+EdgeXover :: remove_entry (unsigned int __vertex, std :: vector <std :: set <unsigned int> > & __map)
+  {
+
+    std :: set <unsigned int> & neigh = __map [__vertex] ;
+
+    for (std :: set <unsigned int> :: iterator it = neigh.begin () ; it != neigh.end () ; it ++)
+        {
+          __map [* it].erase (__vertex) ;
+        }
+
+  }
+
+void
+EdgeXover :: add_vertex (unsigned int __vertex, Route & __child)
+{
+  visited [__vertex] = true ;
+  __child.push_back (__vertex) ;
+  remove_entry (__vertex, _map) ; /* Removing entries */
+}
+
+void
+EdgeXover :: cross (const Route & __par1, const Route & __par2, Route & __child)
+{
+
+  build_map (__par1, __par2) ;
+
+  unsigned int len = __par1.size () ;
+
+  /* Go ! */
+  __child.clear () ;
+
+  unsigned int cur_vertex = rng.random (len) ;
+
+  add_vertex (cur_vertex, __child) ;
+
+  for (unsigned int i = 1 ; i < len ; i ++)
+    {
+
+      unsigned int len_min_entry = MAXINT ;
+
+      std :: set <unsigned int> & neigh = _map [cur_vertex] ;
+
+      for (std :: set <unsigned int> :: iterator it = neigh.begin () ; it != neigh.end () ; it ++)
+          {
+            unsigned int l = _map [* it].size () ;
+            if (len_min_entry > l)
+              {
+                len_min_entry = l ;
+              }
+          }
+
+      std :: vector <unsigned int> cand ; /* Candidates */
+
+      for (std :: set <unsigned> :: iterator it = neigh.begin () ; it != neigh.end () ;  it ++)
+          {
+            unsigned int l = _map [* it].size () ;
+            if (len_min_entry == l)
+              {
+                cand.push_back (* it) ;
+              }
+          }
+
+      if (! cand.size ())
+        {
+
+          /* Oh no ! Implicit mutation */
+          for (unsigned int j = 0 ; j < len ; j ++)
+            {
+              if (! visited [j])
+                {
+                  cand.push_back (j) ;
+                }
+            }
+        }
+
+      cur_vertex = cand [rng.random (cand.size ())] ;
+
+      add_vertex (cur_vertex, __child) ;
+    }
+}
+
+bool
+EdgeXover :: operator () (Route & __route1, Route & __route2)
+{
+
+  // Init. copy
+  Route par [2] ;
+  par [0] = __route1 ;
+  par [1] = __route2 ;
+
+  cross (par [0], par [1], __route1) ;
+  cross (par [1], par [0], __route2) ;
+
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/edge_xover.h b/contribution/trunk/tutos_META08/windows/tsp/src/edge_xover.h
new file mode 100755
index 000000000..3e97d6d48
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/edge_xover.h
@@ -0,0 +1,72 @@
+/*
+* <edge_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef edge_xover_h
+#define edge_xover_h
+
+#include <vector>
+#include <set>
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Edge Crossover */
+class EdgeXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void cross (const Route & __par1, const Route & __par2, Route & __child) ; /* Binary */
+
+    void remove_entry (unsigned int __vertex, std :: vector <std :: set <unsigned> > & __map) ;
+    /* Updating the map of entries */
+
+    void build_map (const Route & __par1, const Route & __par2) ;
+
+    void add_vertex (unsigned int __vertex, Route & __child) ;
+
+    std :: vector <std :: set <unsigned int> > _map ; /* The handled map */
+
+    std :: vector <bool> visited ; /* Vertices that are already visited */
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/graph.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/graph.cpp
new file mode 100755
index 000000000..412b9263a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/graph.cpp
@@ -0,0 +1,207 @@
+/*
+* <graph.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "graph.h"
+
+using std::cout;
+using std::endl;
+
+namespace Graph
+  {
+
+  static std :: vector <std :: pair <double, double> > vectCoord ; // Coordinates
+
+  static std :: vector <std :: vector <unsigned int> > dist ; // Distances Mat.
+
+  unsigned size ()
+  {
+    return dist.size () ;
+  }
+
+  void computeDistances ()
+  {
+
+    // Dim.
+    unsigned int numCities = vectCoord.size () ;
+    dist.resize (numCities) ;
+    for (unsigned int i = 0 ; i < dist.size () ; i ++)
+      {
+        dist [i].resize (numCities) ;
+      }
+
+    // Computations.
+    for (unsigned int i = 0 ; i < dist.size () ; i ++)
+      {
+        for (unsigned int j = i + 1 ; j < dist.size () ; j ++)
+          {
+            double distX = (double)(vectCoord [i].first - vectCoord [j].first) ;
+            double distY = (double)(vectCoord [i].second - vectCoord [j].second) ;
+            dist [i] [j] = dist [j] [i] = (unsigned int) (sqrt ((float) (distX * distX + distY * distY)) + 0.5) ;
+          }
+      }
+  }
+
+  void load (const char * _fileName)
+  {
+    unsigned int i, dimension;
+
+    std::string string_read, buffer;
+
+    std :: ifstream file (_fileName) ;
+
+    cout << endl << "\tLoading [" << _fileName << "]" << endl << endl;
+
+    if( file.is_open() )
+      {
+	// Read NAME:
+	file >> string_read;
+	if (string_read.compare("NAME:")!=0)
+	  {
+	    cout << "ERROR: \'NAME:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read instance name
+	file >> string_read;
+	cout << "\t\tInstance Name             = " << string_read << endl;
+	// Read TYPE:
+	file >> string_read;
+	if (string_read.compare("TYPE:")!=0)
+	  {
+	    cout << "ERROR: \'TYPE:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read instance type;
+	file >> string_read;
+	cout << "\t\tInstance type             = " << string_read << endl;
+	if (string_read.compare("TSP")!=0)
+	  {
+	    cout << "ERROR: only TSP type instance can be loaded" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read COMMENT:
+	file >> string_read;
+	if (string_read.compare("COMMENT:")!=0)
+	  {
+	    cout << "ERROR: \'COMMENT:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+	// Read comments
+	cout << "\t\tInstance comments         = ";
+	file >> string_read;
+	buffer = string_read+"_first";
+	while((string_read.compare("DIMENSION:")!=0) && (string_read.compare(buffer)!=0))
+	  {
+	    if(string_read.compare("COMMENT:")!=0)
+	      {
+		cout << string_read << " ";
+	      }
+	    else
+	      {
+		cout << endl << "\t                     ";
+	      }
+	    buffer = string_read;
+	    file >> string_read;
+	  }
+
+	cout << endl;
+
+	// Read dimension;
+	file >> dimension ;
+        cout << "\t\tInstance dimension        = " << dimension << endl;
+	vectCoord.resize (dimension) ;
+
+	// Read EDGE_WEIGHT_TYPE
+	file >> string_read;
+	if (string_read.compare("EDGE_WEIGHT_TYPE:")!=0)
+	  {
+	    cout << "ERROR: \'EDGE_WEIGHT_TYPE:\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read edge weight type
+	file >> string_read;
+	cout << "\t\tInstance edge weight type = " << string_read << endl;
+	if (string_read.compare("EUC_2D")!=0)
+	  {
+	    cout << "ERROR: only EUC_2D edge weight type instance can be loaded" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read NODE_COORD_SECTION
+	file >> string_read;
+	if (string_read.compare("NODE_COORD_SECTION")!=0)
+	  {
+	    cout << "ERROR: \'NODE_COORD_SECTION\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	// Read coordonates.
+	for(i=0;i<dimension;i++)
+	  {
+	    // Read index
+	    file >> string_read;
+	    //Read Coordinate
+	    file >> vectCoord [i].first >> vectCoord [i].second ;
+	  }
+
+	// Read EOF
+	file >> string_read;
+	if(string_read.compare("EOF")!=0)
+	  {
+	    cout << "ERROR: \'EOF\' espected, \'" << string_read << "\' found" << endl;
+	    exit(EXIT_FAILURE);
+	  }
+
+	cout << endl;
+	
+	file.close () ;
+
+        computeDistances () ;
+      }
+    else
+      {
+        cout << _fileName << " does not exist !!!" << endl ;
+        exit(EXIT_FAILURE) ;
+      }
+  }
+
+  float distance (unsigned int _from, unsigned int _to)
+  {
+    return (float)(dist [_from] [_to]) ;
+  }
+}
+
+
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/graph.h b/contribution/trunk/tutos_META08/windows/tsp/src/graph.h
new file mode 100755
index 000000000..eb53ade4c
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/graph.h
@@ -0,0 +1,60 @@
+/*
+* <graph.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef graph_h
+#define graph_h
+
+#include <string>
+#include <vector>
+#include <utility>
+#include <fstream>
+#include <iostream>
+#include <math.h>
+
+
+namespace Graph
+{
+  void load (const char * _file_name) ;
+  /* Loading cities
+     (expressed by their coordinates)
+     from the given file name */
+  
+  float distance (unsigned int _from, unsigned int _to) ;
+  
+  unsigned int size () ; // How many cities ?
+}
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/mix.h b/contribution/trunk/tutos_META08/windows/tsp/src/mix.h
new file mode 100755
index 000000000..fc570a939
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/mix.h
@@ -0,0 +1,50 @@
+/*
+* <mix.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef mix_h
+#define mix_h
+
+#include <utils/eoRNG.h>
+
+template <class T> void mix (std :: vector <T> & __vect)
+{
+  for (unsigned int i = 0 ; i < __vect.size () ; i ++)
+    {
+      std :: swap (__vect [i], __vect [rng.random (__vect.size ())]) ;
+    }
+}
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/order_xover.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/order_xover.cpp
new file mode 100755
index 000000000..9e2c1f408
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/order_xover.cpp
@@ -0,0 +1,119 @@
+/*
+* <order_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+#include <vector>
+
+#include <utils/eoRNG.h>
+
+#include "order_xover.h"
+#include "route_valid.h"
+
+void OrderXover :: cross (const Route & __par1, const Route & __par2, Route & __child)
+{
+
+  unsigned int cut = rng.random (__par1.size ()) ;
+
+  /* To store vertices that have
+     already been crossed */
+  std::vector<bool> v;
+  v.resize(__par1.size());
+
+  for (unsigned int i = 0 ; i < __par1.size () ; i ++)
+    {
+      v [i] = false ;
+    }
+
+  /* Copy of the left partial
+     route of the first parent */
+  for (unsigned int i = 0 ; i < cut ; i ++)
+    {
+      __child [i] = __par1 [i] ;
+      v [__par1 [i]] = true ;
+    }
+
+  /* Searching the vertex of the second path, that ended
+     the previous first one */
+  unsigned int from = 0 ;
+  for (unsigned int i = 0 ; i < __par2.size () ; i ++)
+    {
+      if (__par2 [i] == __child [cut - 1])
+        {
+          from = i ;
+          break ;
+        }
+    }
+
+  /* Selecting a direction
+     Left or Right */
+  char direct = rng.flip () ? 1 : -1 ;
+
+  /* Copy of the left vertices from
+     the second parent path */
+  unsigned int l = cut ;
+
+  for (unsigned int i = 0 ; i < __par2.size () ; i ++)
+    {
+      unsigned int bidule /* :-) */ = (direct * i + from + __par2.size ()) % __par2.size () ;
+      if (! v [__par2 [bidule]])
+        {
+          __child [l ++] = __par2 [bidule] ;
+          v [__par2 [bidule]] = true ;
+        }
+    }
+
+  v.clear();
+}
+
+bool OrderXover :: operator () (Route & __route1, Route & __route2)
+{
+
+  // Init. copy
+  Route par [2] ;
+  par [0] = __route1 ;
+  par [1] = __route2 ;
+
+  cross (par [0], par [1], __route1) ;
+  cross (par [1], par [0], __route2) ;
+
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/order_xover.h b/contribution/trunk/tutos_META08/windows/tsp/src/order_xover.h
new file mode 100755
index 000000000..924eb4dfd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/order_xover.h
@@ -0,0 +1,57 @@
+/*
+* <order_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef order_xover_h
+#define order_xover_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Order Crossover */
+class OrderXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void cross (const Route & __par1, const Route & __par2, Route & __child) ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/part_route_eval.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/part_route_eval.cpp
new file mode 100755
index 000000000..1639e002a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/part_route_eval.cpp
@@ -0,0 +1,53 @@
+/*
+* <part_route_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "part_route_eval.h"
+#include "graph.h"
+
+PartRouteEval :: PartRouteEval (float __from, float __to) : from (__from), to (__to)
+{}
+
+void PartRouteEval :: operator () (Route & __route)
+{
+  float len = 0 ;
+
+  for (unsigned int i = (unsigned int) (__route.size () * from) ; i < (unsigned int ) (__route.size () * to) ; i ++)
+    {
+      len += Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+    }
+
+  __route.fitness (len) ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/part_route_eval.h b/contribution/trunk/tutos_META08/windows/tsp/src/part_route_eval.h
new file mode 100755
index 000000000..a92fad2ce
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/part_route_eval.h
@@ -0,0 +1,62 @@
+/*
+* <part_route_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_route_eval_h
+#define part_route_eval_h
+
+#include <eoEvalFunc.h>
+
+#include "route.h"
+
+/** Route Evaluator */
+class PartRouteEval : public eoEvalFunc <Route>
+  {
+
+  public :
+
+    /** Constructor */
+    PartRouteEval (float __from, float __to) ;
+
+    void operator () (Route & __route) ;
+
+  private :
+
+    float from, to ;
+
+  } ;
+
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_init.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_init.cpp
new file mode 100755
index 000000000..357b7ecbe
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_init.cpp
@@ -0,0 +1,45 @@
+/*
+* <part_two_opt_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "part_two_opt_init.h"
+
+void PartTwoOptInit :: operator () (TwoOpt & __move, const Route & __route)
+{
+  __move.first = rng.random (__route.size () - 6) ;
+  __move.second = __move.first + 2 ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_init.h b/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_init.h
new file mode 100755
index 000000000..490fe61bf
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_init.h
@@ -0,0 +1,54 @@
+/*
+* <part_two_opt_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_two_opt_init_h
+#define part_two_opt_init_h
+
+#include <moMoveInit.h>
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class PartTwoOptInit : public moMoveInit <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_next.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_next.cpp
new file mode 100755
index 000000000..f352c496e
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_next.cpp
@@ -0,0 +1,57 @@
+/*
+* <part_two_opt_next.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "part_two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & __move, const Route & __route)
+{
+  if (__move.first == Graph :: size () - 4 && __move.second == __move.first + 2)
+    {
+      return false ;
+    }
+  else
+    {
+      __move.second ++ ;
+      if (__move.second == Graph :: size () - 1)
+        {
+          __move.first ++ ;
+          __move.second = __move.first + 2 ;
+        }
+
+      return true ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_next.h b/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_next.h
new file mode 100755
index 000000000..e2a0c05cc
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/part_two_opt_next.h
@@ -0,0 +1,53 @@
+/*
+* <part_two_opt_next.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef part_two_opt_next_h
+#define part_two_opt_next_h
+
+#include <moNextMove.h>
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class PartTwoOptNext : public moNextMove <TwoOpt>
+  {
+
+  public :
+
+    bool operator () (TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/partial_mapped_xover.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/partial_mapped_xover.cpp
new file mode 100755
index 000000000..ab92d2a3b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/partial_mapped_xover.cpp
@@ -0,0 +1,118 @@
+/*
+* <partial_mapped_xover.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <assert.h>
+
+#include <vector>
+
+#include <utils/eoRNG.h>
+
+#include "partial_mapped_xover.h"
+#include "route_valid.h"
+#include "mix.h"
+
+void PartialMappedXover :: repair (Route & __route, unsigned __cut1, unsigned __cut2)
+{
+
+  std::vector<unsigned int> v; // Number of times a cities are visited ...
+
+  v.resize(__route.size ());
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      v [i] = 0 ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      v [__route [i]] ++ ;
+    }
+
+  std :: vector <unsigned int> vert ;
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (! v [i])
+        {
+          vert.push_back (i) ;
+        }
+    }
+
+  mix (vert) ;
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (i < __cut1 || i >= __cut2)
+        {
+          if (v [__route [i]] > 1)
+            {
+              __route [i] = vert.back () ;
+              vert.pop_back () ;
+            }
+        }
+    }
+
+  v.clear();
+}
+
+bool PartialMappedXover :: operator () (Route & __route1, Route & __route2)
+{
+  unsigned int cut1 = rng.random (__route1.size ()), cut2 = rng.random (__route2.size ()) ;
+
+  if (cut2 < cut1)
+    {
+      std :: swap (cut1, cut2) ;
+    }
+
+  // Between the cuts
+  for (unsigned int i = cut1 ; i < cut2 ; i ++)
+    {
+      std :: swap (__route1 [i], __route2 [i]) ;
+    }
+
+  // Outside the cuts
+  repair (__route1, cut1, cut2) ;
+  repair (__route2, cut1, cut2) ;
+
+  // Debug
+  assert (valid (__route1)) ;
+  assert (valid (__route2)) ;
+
+  __route1.invalidate () ;
+  __route2.invalidate () ;
+
+  return true ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/partial_mapped_xover.h b/contribution/trunk/tutos_META08/windows/tsp/src/partial_mapped_xover.h
new file mode 100755
index 000000000..65c6474de
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/partial_mapped_xover.h
@@ -0,0 +1,57 @@
+/*
+* <partial_mapped_xover.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef partial_mapped_xover_h
+#define partial_mapped_xover_h
+
+#include <eoOp.h>
+
+#include "route.h"
+
+/** Partial Mapped Crossover */
+class PartialMappedXover : public eoQuadOp <Route>
+  {
+
+  public :
+
+    bool operator () (Route & __route1, Route & __route2) ;
+
+  private :
+
+    void repair (Route & __route, unsigned __cut1, unsigned __cut2) ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/route.h b/contribution/trunk/tutos_META08/windows/tsp/src/route.h
new file mode 100755
index 000000000..ac9629cbb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/route.h
@@ -0,0 +1,48 @@
+/*
+* <route.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_h
+#define route_h
+
+#include <eoVector.h>
+#include <eoScalarFitness.h>
+
+// A float that has to be minimized.
+typedef eoScalarFitness< float, std::greater<float> > tspFitness ;
+
+typedef eoVector <tspFitness, unsigned int> Route ; // [Fitness (length), Gene (city)]
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/route_eval.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/route_eval.cpp
new file mode 100755
index 000000000..abde85b99
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/route_eval.cpp
@@ -0,0 +1,51 @@
+/*
+* <route_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "route_eval.h"
+#include "graph.h"
+
+void RouteEval :: operator () (Route & __route)
+{
+
+  float len = 0.0 ;
+
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      len += Graph :: distance (__route [i], __route [(i + 1) % Graph :: size ()]) ;
+    }
+
+  __route.fitness (len) ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/route_eval.h b/contribution/trunk/tutos_META08/windows/tsp/src/route_eval.h
new file mode 100755
index 000000000..474075cf0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/route_eval.h
@@ -0,0 +1,55 @@
+/*
+* <route_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_eval_h
+#define route_eval_h
+
+#include <eoEvalFunc.h>
+
+#include "route.h"
+
+/** Route Evaluator */
+class RouteEval : public eoEvalFunc <Route>
+  {
+
+  public :
+
+    void operator () (Route & __route) ;
+
+  } ;
+
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/route_init.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/route_init.cpp
new file mode 100755
index 000000000..09a2c40cb
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/route_init.cpp
@@ -0,0 +1,63 @@
+/*
+* <route_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include <utils/eoRNG.h>
+
+#include "route_init.h"
+#include "graph.h"
+
+void RouteInit :: operator () (Route & __route)
+{
+
+  // Init.
+  __route.clear () ;
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      __route.push_back (i) ;
+    }
+
+  // Swap. cities
+
+  for (unsigned int i = 0 ; i < Graph :: size () ; i ++)
+    {
+      //unsigned int j = rng.random (Graph :: size ()) ;
+
+      unsigned int j = (unsigned int) (Graph :: size () * (rand () / (RAND_MAX + 1.0))) ;
+      unsigned int city = __route [i] ;
+      __route [i] = __route [j] ;
+      __route [j] = city ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/route_init.h b/contribution/trunk/tutos_META08/windows/tsp/src/route_init.h
new file mode 100755
index 000000000..466345c1b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/route_init.h
@@ -0,0 +1,53 @@
+/*
+* <route_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_init_h
+#define route_init_h
+
+#include <eoInit.h>
+
+#include "route.h"
+
+class RouteInit : public eoInit <Route>
+  {
+
+  public :
+
+    void operator () (Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/route_valid.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/route_valid.cpp
new file mode 100755
index 000000000..844cebf82
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/route_valid.cpp
@@ -0,0 +1,68 @@
+/*
+* <route_valid.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "route_valid.h"
+
+#include <vector>
+
+bool valid (Route & __route)
+{
+
+  std::vector<unsigned int> t;
+  t.resize(__route.size());
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      t [i] = 0 ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      t [__route [i]] ++ ;
+    }
+
+  for (unsigned int i = 0 ; i < __route.size () ; i ++)
+    {
+      if (t [i] != 1)
+        {
+          t.clear();
+          return false ;
+        }
+    }
+
+  t.clear();
+  return true ; // OK.
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/route_valid.h b/contribution/trunk/tutos_META08/windows/tsp/src/route_valid.h
new file mode 100755
index 000000000..607728e8b
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/route_valid.h
@@ -0,0 +1,44 @@
+/*
+* <route_valid.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef route_valid_h
+#define route_valid_h
+
+#include "route.h"
+
+bool valid (Route & __route) ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/tsp b/contribution/trunk/tutos_META08/windows/tsp/src/tsp
new file mode 100755
index 000000000..adf8189ca
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/tsp
@@ -0,0 +1,41 @@
+/* 
+* <tsp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+#ifndef __tsp
+#define __tsp
+
+#include "tsp.h"
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/tsp.h b/contribution/trunk/tutos_META08/windows/tsp/src/tsp.h
new file mode 100755
index 000000000..ba249a794
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/tsp.h
@@ -0,0 +1,60 @@
+/*
+* <tsp.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef __tsp_h
+#define __tsp_h
+
+#include "city_swap.h"
+#include "edge_xover.h"
+#include "graph.h"
+#include "mix.h"
+#include "order_xover.h"
+#include "partial_mapped_xover.h"
+#include "part_route_eval.h"
+#include "part_two_opt_init.h"
+#include "part_two_opt_next.h"
+#include "route_eval.h"
+#include "route.h"
+#include "route_init.h"
+#include "route_valid.h"
+#include "two_opt.h"
+#include "two_opt_incr_eval.h"
+#include "two_opt_init.h"
+#include "two_opt_next.h"
+#include "two_opt_rand.h"
+#include "two_opt_tabu_list.h"
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt.cpp
new file mode 100755
index 000000000..146c6c6c2
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt.cpp
@@ -0,0 +1,72 @@
+/*
+* <two_opt.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt.h"
+
+TwoOpt TwoOpt :: operator ! () const
+  {
+    TwoOpt move = * this ;
+    std :: swap (move.first, move.second) ;
+
+    return move ;
+  }
+
+void TwoOpt :: operator () (Route & __route)
+{
+
+  std :: vector <unsigned int> seq_cities ;
+
+  for (unsigned int i = second ; i > first ; i --)
+    {
+      seq_cities.push_back (__route [i]) ;
+    }
+
+  unsigned int j = 0 ;
+  for (unsigned int i = first + 1 ; i < second + 1 ; i ++)
+    {
+      __route [i] = seq_cities [j ++] ;
+    }
+}
+
+void TwoOpt :: readFrom (std :: istream & __is)
+{
+  __is >> first >> second ;
+}
+
+void TwoOpt :: printOn (std :: ostream & __os) const
+  {
+    __os << first << ' ' << second ;
+  }
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt.h b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt.h
new file mode 100755
index 000000000..6b9cf435f
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt.h
@@ -0,0 +1,61 @@
+/*
+* <two_opt.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_h
+#define two_opt_h
+
+#include <eoPersistent.h>
+
+#include <utility>
+#include <moMove.h>
+
+#include "route.h"
+
+class TwoOpt : public moMove <Route>, public std :: pair <unsigned, unsigned>, public eoPersistent
+  {
+
+  public :
+
+    TwoOpt operator ! () const ;
+
+    void operator () (Route & __route) ;
+
+    void readFrom (std :: istream & __is) ;
+
+    void printOn (std :: ostream & __os) const ;
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_incr_eval.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_incr_eval.cpp
new file mode 100755
index 000000000..2d4657b73
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_incr_eval.cpp
@@ -0,0 +1,53 @@
+/*
+* <two_opt_incr_eval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_incr_eval.h"
+#include "graph.h"
+
+tspFitness TwoOptIncrEval :: operator () (const TwoOpt & __move, const Route & __route)
+{
+  // From
+  unsigned int v1 = __route [__move.first], v1_next = __route [__move.first + 1] ;
+
+  // To
+  unsigned int v2 = __route [__move.second], v2_next = __route [__move.second + 1] ;
+
+  return __route.fitness ()
+         + Graph :: distance (v1, v2)
+         + Graph :: distance (v1_next, v2_next)
+         - Graph :: distance (v1, v1_next)
+         - Graph :: distance (v2, v2_next)  ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_incr_eval.h b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_incr_eval.h
new file mode 100755
index 000000000..91ffca098
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_incr_eval.h
@@ -0,0 +1,51 @@
+/*
+* <two_opt_incr_eval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_optincr_eval_h
+#define two_optincr_eval_h
+
+#include <moMoveIncrEval.h>
+#include "two_opt.h"
+
+class TwoOptIncrEval : public moMoveIncrEval <TwoOpt>
+  {
+  public :
+
+    tspFitness  operator () (const TwoOpt & __move, const Route & __route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_init.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_init.cpp
new file mode 100755
index 000000000..2e593db0a
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_init.cpp
@@ -0,0 +1,45 @@
+/*
+* <two_opt_init.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_init.h"
+
+void TwoOptInit :: operator () (TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  _move.first = 0 ;
+  _move.second = 2 ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_init.h b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_init.h
new file mode 100755
index 000000000..1b2a5e376
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_init.h
@@ -0,0 +1,54 @@
+/*
+* <two_opt_init.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_init_h
+#define two_opt_init_h
+
+#include <moMoveInit.h>
+
+#include "two_opt.h"
+
+/** It sets the first couple of edges */
+class TwoOptInit : public moMoveInit <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & _move, const Route & _route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_next.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_next.cpp
new file mode 100755
index 000000000..2438390fd
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_next.cpp
@@ -0,0 +1,59 @@
+/*
+* <two_opt_next.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_next.h"
+#include "graph.h"
+
+bool TwoOptNext :: operator () (TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  if (_move.first == Graph :: size () - 4 && _move.second == _move.first + 2)
+    {
+      return false ;
+    }
+  else
+    {
+      _move.second ++ ;
+      if (_move.second == Graph :: size () - 1)
+        {
+          _move.first ++ ;
+          _move.second = _move.first + 2 ;
+        }
+
+      return true ;
+    }
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_next.h b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_next.h
new file mode 100755
index 000000000..f57595cd6
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_next.h
@@ -0,0 +1,53 @@
+/*
+* <two_opt_next.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_next_h
+#define two_opt_next_h
+
+#include <moNextMove.h>
+#include "two_opt.h"
+
+/** It updates a couple of edges */
+class TwoOptNext : public moNextMove <TwoOpt>
+  {
+
+  public :
+
+    bool operator () (TwoOpt & _move, const Route & _route) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_rand.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_rand.cpp
new file mode 100755
index 000000000..956bddfb0
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_rand.cpp
@@ -0,0 +1,45 @@
+/*
+* <two_opt_rand.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_rand.h"
+#include "graph.h"
+#include <utils/eoRNG.h>
+
+void TwoOptRand :: operator () (TwoOpt & __move)
+{
+  __move.first = rng.random (Graph :: size () - 3) ;
+  __move.second = __move.first + 2 + rng.random (Graph :: size () - __move.first - 3) ;
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_rand.h b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_rand.h
new file mode 100755
index 000000000..e6e0bdff2
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_rand.h
@@ -0,0 +1,53 @@
+/*
+* <two_opt_rand.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_rand_h
+#define two_opt_rand_h
+
+#include <moRandMove.h>
+
+#include "two_opt.h"
+
+class TwoOptRand : public moRandMove <TwoOpt>
+  {
+
+  public :
+
+    void operator () (TwoOpt & __move) ;
+
+  } ;
+
+#endif
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_tabu_list.cpp b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_tabu_list.cpp
new file mode 100755
index 000000000..290eef7f7
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_tabu_list.cpp
@@ -0,0 +1,93 @@
+/*
+* <two_opt_tabu_list.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#include "two_opt_tabu_list.h"
+#include "graph.h"
+
+#define TABU_LENGTH 10
+
+void
+TwoOptTabuList :: init ()
+{
+  // Size (eventually)
+  tabu_span.resize (Graph :: size ()) ;
+  for (unsigned int i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      tabu_span [i].resize (Graph :: size ()) ;
+    }
+
+  // Clear
+  for (unsigned int i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      for (unsigned int j = 0 ; j < tabu_span [i].size () ; j ++)
+        {
+          tabu_span [i] [j] = 0 ;
+        }
+    }
+}
+
+bool
+TwoOptTabuList :: operator () (const TwoOpt & _move, const Route & _route)
+{
+  Route route=_route;
+
+  return tabu_span [_move.first] [_move.second] > 0 ;
+}
+
+void
+TwoOptTabuList :: add (const TwoOpt & _move, const Route & _route)
+  {
+    Route route=_route;
+
+    tabu_span [_move.first] [_move.second] = tabu_span [_move.second] [_move.first] = TABU_LENGTH ;
+  }
+
+void
+TwoOptTabuList :: update ()
+{
+  unsigned int i,j;
+
+  for (i = 0 ; i < tabu_span.size () ; i ++)
+    {
+      for (j = 0 ; j < tabu_span [i].size () ; j ++)
+        {
+          if ( tabu_span [i] [j] > 0 )
+            {
+              tabu_span [i] [j] -- ;
+            }
+        }
+    }
+}
diff --git a/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_tabu_list.h b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_tabu_list.h
new file mode 100755
index 000000000..236919f69
--- /dev/null
+++ b/contribution/trunk/tutos_META08/windows/tsp/src/two_opt_tabu_list.h
@@ -0,0 +1,63 @@
+/*
+* <two_opt_tabu_list.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Sébastien Cahon, Jean-Charles Boisson
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+
+#ifndef two_opt_tabu_list_h
+#define two_opt_tabu_list_h
+
+#include <moTabuList.h>
+#include "two_opt.h"
+#include "route.h"
+
+/** The table of tabu movements, i.e. forbidden edges */
+class TwoOptTabuList : public moTabuList <TwoOpt>
+  {
+  public :
+
+    bool operator () (const TwoOpt & _move, const Route & _route) ;
+
+    void add (const TwoOpt & _move, const Route & _route) ;
+
+    void update () ;
+
+    void init () ;
+
+  private :
+
+    std :: vector <std :: vector <unsigned> > tabu_span ;
+
+  } ;
+
+#endif