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added moeo flowshop stuff

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git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@857 331e1502-861f-0410-8da2-ba01fb791d7f
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legrand 2007-12-21 10:51:16 +00:00
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contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/AUTHORS Normal file
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Arnaud Liefooghe Arnaud.Liefooghe[at]lifl.fr
Thomas Legrand paradiseo-help[at]lists.gforge.inria.fr

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contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/CMakeLists.txt Normal file
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######################################################################################
### 0) Include the install configuration file where are defined the main variables
######################################################################################
INCLUDE(${CMAKE_SOURCE_DIR}/install.cmake)
######################################################################################
######################################################################################
### 1) Set your application properties
######################################################################################
# Define the project name
PROJECT(flow-shop)
SET(PACKAGE_NAME "flow-shop" CACHE STRING "Package name" FORCE)
SET(PACKAGE_VERSION "1.0" CACHE STRING "Package version" FORCE)
######################################################################################
######################################################################################
### 2) Find the required modukes
######################################################################################
# Need to find Doxygen to generate the documentation
INCLUDE(FindDoxygen)
######################################################################################
######################################################################################
### 3) Link the librairies for your executable
######################################################################################
SUBDIRS(application doc src)
######################################################################################

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contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/INSTALL Normal file
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==========================================================================================
INSTALL THE BI-OBJECTIVE FLOW-SHOP SCHEDULING PROBLEM PACKAGE
==========================================================================================
The basic installation procedure goes the following:
To compile the bfsp package in the default directory,
go to bfsp/build/ and run:
> cmake ../
> make
// for an easy-use of the provided application
> make install
// optional (if the documentation is not already available)
> make doc
To clean everything, simply run
> make clean
==========================================================================================
CONTACT
==========================================================================================
For any question or for help, please write us at: paradiseo-help@lists.gforge.inria.fr.
==========================================================================================

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contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/README Normal file
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==========================================================================================
INFORMATION
==========================================================================================
PARADISEO (PARallel and DIStributed Evolving Objects) is a white-box object-oriented
framework dedicated to the flexible design of metaheursitics. This package contains
many convenient classes to solve a bi-objective flow-shop scheduling problem within ParadisEO-EO and ParadisEO-MOEO.
An example using a multi-objective evolutionary algorithm is also provided.
==========================================================================================
INSTRUCTIONS
==========================================================================================
To install the package, simply follow these steps:
* Edit the "install.cmake" file and replace "myDirectory" by the absolute path to ParadisEO
=> Example:
SET(PARADISEO_DIR "myDirectory" CACHE PATH "ParadisEO directory" FORCE)
replaced by:
SET(PARADISEO_DIR "/opt/paradiseo-ix86-1.0" CACHE PATH "ParadisEO directory" FORCE)
* Go in the "build" directory
* Run (in a terminal/console): cmake .. -G"<generator type>"
(Several generators exist: see http://paradiseo.gforge.inria.fr/index.php?n=Paradiseo.CmakeGenerators)
* Compile using the appropriate tool (run "make" if you choose the "Unix Makefiles" generator)
==========================================================================================
RELEASE
==========================================================================================
The current release of the bi-objective flow-shop package is 1.0.
==========================================================================================
LINKS
==========================================================================================
You can find the package at:
http://paradiseo.gforge.inria.fr/index.php?n=Contributions.FlowShopMO
For any new submission, please visit:
http://paradiseo.gforge.inria.fr/index.php?n=Contributions.Submission
==========================================================================================
BUGS
==========================================================================================
You can find the ParadisEO's bug tracker at:
http://gforge.inria.fr/tracker/?atid=663&group_id=145&func=browse
==========================================================================================
CONTACT
==========================================================================================
For any question or for help, please write us at: paradiseo-help@lists.gforge.inria.fr.
==========================================================================================
DEPENDENCIES
==========================================================================================
ParadisEO uses EO, a templates-based, ANSI-C++ compliant evolutionary computation library.
It contains classes for almost any kind of evolutionary computation you might come up to - at
least for the ones we could think of.
EO Website:
http://eodev.sourceforge.net/.
EO is distributed under the GNU Lesser General Public License:
http://www.gnu.org/copyleft/lesser.html
==========================================================================================
LICENSE
==========================================================================================
ParadisEO 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.

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contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/application/CMakeLists.txt Normal file
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######################################################################################
### 1) Include the sources
######################################################################################
INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src
${PARADISEO_MOEO_SRC_DIR}/src
${flow-shop_SOURCE_DIR}/src)
######################################################################################
######################################################################################
### 2) Specify where CMake can find the libraries
######################################################################################
LINK_DIRECTORIES(${PARADISEO_EO_BIN_DIR}/lib)
LINK_DIRECTORIES(${PARADISEO_MOEO_BIN_DIR}/lib)
LINK_DIRECTORIES(${flow-shop_BINARY_DIR}/lib)
######################################################################################
######################################################################################
### 3) Define your target: just an executable here
######################################################################################
ADD_EXECUTABLE(FlowShopMOEA FlowShopMOEA.cpp)
ADD_DEPENDENCIES(FlowShopMOEA lflowshop)
######################################################################################
######################################################################################
### 4) Link the librairies for your executable
######################################################################################
# Only if you need to link libraries
TARGET_LINK_LIBRARIES(FlowShopMOEA moeo eo eoutils lflowshop)
######################################################################################
######################################################################################
### 5) Copy the instances and the "param" file in the build path for an easy use.
###
### --> run the "make install" target to copy the parameter file / instances
### in the directory where you build the application
######################################################################################
ADD_CUSTOM_TARGET(install DEPENDS ${flow-shop_SOURCE_DIR}/application/FlowShopMOEA.param
${flow-shop_SOURCE_DIR}/application/instances)
ADD_CUSTOM_COMMAND(
TARGET install
POST_BUILD
COMMAND ${CMAKE_COMMAND}
ARGS -E copy_if_different
${flow-shop_SOURCE_DIR}/application/FlowShopMOEA.param
${flow-shop_BINARY_DIR}/application)
ADD_CUSTOM_COMMAND(
TARGET install
POST_BUILD
COMMAND ${CMAKE_COMMAND}
ARGS -E copy_directory
${flow-shop_SOURCE_DIR}/application/instances
${flow-shop_BINARY_DIR}/application/instances)
######################################################################################

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contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/application/FlowShopMOEA.cpp Normal file
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/*
* <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 fitness 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
apply<FlowShop>(eval, pop);
// printing of the initial population
cout << "Initial Population\n";
pop.sortedPrintOn(cout);
cout << endl;
// run the algo
do_run(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;
}

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###### General ######
--help=0 # -h : Prints this message
--stopOnUnknownParam=1 # Stop if unkown param entered
# --seed=1183379758 # -S : Random number seed
###### Evolution Engine ######
--popSize=20 # -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 # -r : 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=0 # 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=instances/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)
--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

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20
5
873654221
0
468
54 79 16 66 58
1
325
83 3 89 58 56
2
923
15 11 49 31 20
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513
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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
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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

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contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/application/instances/020_05_02.txt Normal file
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20
5
379008056
0
517
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1
461
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832
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933
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811
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966
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7
448
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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

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@ -0,0 +1,63 @@
20
10
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0
1250
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937
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6
1435
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7
1197
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8
1301
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9
637
61 98 60 26 41 36 82 90 99 26
10
749
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11
1223
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12
887
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13
1316
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14
1330
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15
1380
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16
767
37 88 7 24 5 79 37 38 18 98
17
574
22 15 34 10 39 74 91 28 48 4
18
1398
99 49 36 85 58 24 84 4 96 71
19
1179
83 72 48 55 31 3 67 80 86 62

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20
10
1401007982
0
1279
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1
1481
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2
1157
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3
1391
77 85 10 9 22 62 77 13 25 46
4
763
17 70 65 32 93 88 94 75 61 66
5
1456
78 35 19 58 48 93 39 55 24 31
6
900
82 2 77 98 10 34 74 80 97 48
7
1047
4 76 86 95 7 72 46 67 61 27
8
1355
72 46 21 25 14 42 17 3 75 82
9
1262
93 72 75 4 91 65 30 93 92 51
10
1329
68 69 96 45 5 39 62 54 73 90
11
562
25 46 3 60 43 79 77 67 21 63
12
684
67 3 50 87 30 9 43 25 29 85
13
567
80 57 57 31 79 26 98 77 3 36
14
765
43 71 66 1 39 72 48 38 96 69
15
808
93 77 84 96 34 29 14 98 51 67
16
999
21 33 98 22 77 36 45 96 26 81
17
548
33 49 55 95 81 48 25 20 44 18
18
577
14 59 70 73 11 57 98 15 56 81
19
704
30 82 32 77 10 95 30 36 31 72

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@ -0,0 +1,63 @@
20
20
479340445
0
1696
50 78 36 85 9 75 46 73 71 7 49 3 60 12 75 31 70 20 88 9
1
1273
90 56 43 88 92 64 94 3 49 40 49 53 88 47 19 61 78 78 30 41
2
1546
39 9 10 60 98 96 6 56 36 33 15 59 15 46 60 47 41 38 34 22
3
1882
34 43 19 98 44 95 19 73 87 64 18 7 26 17 87 32 9 26 33 34
4
1117
66 84 55 4 51 22 20 80 8 5 65 65 11 43 27 34 47 64 21 83
5
1181
81 73 48 99 8 41 51 82 25 25 55 58 16 16 48 69 94 62 7 55
6
1416
27 66 85 53 31 26 85 36 76 89 1 24 55 91 72 32 26 11 94 3
7
1635
48 38 70 21 15 33 92 98 73 95 79 55 59 94 88 1 65 38 10 8
8
1723
46 83 82 33 47 68 43 90 80 58 10 26 81 73 48 1 17 68 73 75
9
1932
68 57 39 53 31 9 75 46 6 83 37 40 53 89 59 80 42 37 85 30
10
1219
48 97 91 63 80 81 70 10 6 28 77 89 92 12 74 19 59 74 82 57
11
1521
92 52 82 18 83 28 70 46 33 35 80 94 23 58 86 57 80 9 62 65
12
1322
78 77 85 45 20 61 36 65 79 74 79 51 55 25 49 98 7 65 99 89
13
1057
84 13 17 29 84 69 31 83 10 5 84 74 79 24 94 37 75 16 67 60
14
1922
93 12 6 43 69 37 76 75 93 6 93 54 13 55 15 31 63 38 61 90
15
1130
39 2 54 41 49 57 63 47 65 9 21 86 89 1 95 51 96 85 10 84
16
1411
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17
1840
1 93 85 4 39 80 46 28 73 2 64 83 17 3 94 38 10 62 70 17
18
1741
65 39 4 31 13 96 25 59 42 35 46 19 97 1 15 62 47 39 31 2
19
1377
87 1 72 19 88 74 88 22 18 41 35 44 41 71 71 72 38 97 49 19

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@ -0,0 +1,153 @@
50
5
1328042058
0
1290
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1
2352
87 37 4 67 94
2
362
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3
305
11 95 92 14 57
4
262
41 49 72 93 29
5
1250
43 12 45 54 79
6
2170
93 59 5 21 55
7
1601
69 17 98 20 73
8
2039
80 46 93 6 65
9
1628
13 20 17 18 86
10
483
24 52 79 75 25
11
285
72 44 11 25 39
12
1092
38 92 16 16 76
13
936
81 75 89 77 24
14
2349
83 95 81 28 38
15
473
88 33 92 24 5
16
2325
26 10 45 15 91
17
747
6 45 61 77 29
18
970
89 2 39 36 22
19
434
67 62 28 16 27
20
1258
70 62 94 32 39
21
2405
30 82 87 46 31
22
862
89 29 23 21 46
23
298
30 29 1 81 18
24
2014
68 94 55 28 93
25
2608
21 20 91 70 58
26
1737
78 42 67 89 85
27
2214
46 80 91 54 58
28
1910
99 94 4 96 97
29
2245
10 35 60 62 10
30
2211
17 8 38 46 79
31
547
23 41 25 60 93
32
2237
83 65 90 19 2
33
1327
47 4 93 97 87
34
700
86 71 13 13 17
35
1011
18 30 65 7 18
36
2001
67 14 25 44 10
37
1230
46 32 34 7 50
38
1020
4 50 47 73 8
39
1918
14 30 98 15 26
40
1001
4 27 91 66 14
41
1383
20 98 11 70 21
42
1229
88 39 46 97 15
43
2594
50 84 50 33 10
44
403
84 65 77 97 85
45
1515
58 12 5 64 46
46
431
93 58 14 73 42
47
1971
76 45 47 28 18
48
939
50 49 80 4 36
49
2028
30 15 45 87 2

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@ -0,0 +1,153 @@
50
10
1958948863
0
793
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1
2280
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2
939
79 51 58 21 42 68 38 99 75 39
3
2591
45 25 85 57 47 75 38 25 94 66
4
1540
97 73 33 69 94 37 86 98 18 41
5
2386
10 93 71 51 14 44 67 55 41 46
6
812
44 28 58 50 94 34 23 80 37 24
7
2524
24 90 56 51 34 39 19 82 58 23
8
1370
85 94 64 21 72 76 97 33 56 68
9
1319
75 59 43 19 36 62 78 68 20 50
10
2388
66 64 48 63 88 74 66 47 2 93
11
961
49 2 69 91 51 28 67 74 39 22
12
2831
95 16 96 11 41 78 7 26 91 64
13
2790
61 35 35 6 71 43 23 61 81 81
14
2076
19 53 82 31 94 98 67 95 33 94
15
2519
47 40 53 63 99 83 8 55 14 97
16
1981
84 81 64 36 11 91 77 11 88 54
17
695
13 26 11 39 97 27 71 42 22 82
18
2133
11 85 61 57 44 6 85 72 36 11
19
1871
19 4 36 47 77 82 29 14 65 91
20
1495
98 4 53 56 69 60 49 8 79 23
21
754
2 10 87 65 91 44 3 98 23 32
22
783
85 63 88 59 38 43 94 90 66 26
23
984
44 96 10 4 25 76 76 36 5 22
24
2004
7 55 32 10 87 99 95 75 15 12
25
2269
73 71 38 12 7 66 48 69 51 23
26
1771
19 66 25 62 66 11 4 26 2 34
27
2030
69 94 24 43 54 35 37 24 81 87
28
2603
12 7 90 49 86 52 82 55 12 59
29
2150
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30
2157
85 11 11 87 3 40 61 86 59 38
31
2187
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303
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303
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100
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76 43 87 32 47 47 52 40 36 20 48 15 82 98 54 84 53 44 71 92
99
1887
34 51 72 13 95 21 46 97 96 61 99 66 75 68 38 51 28 99 45 59

603
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200
10
471503978
0
7166
17 30 28 15 52 5 53 55 81 47
1
7478
37 26 82 67 82 44 43 65 44 51
2
4344
22 2 88 57 17 2 43 38 46 44
3
3004
71 29 33 64 66 98 56 76 3 27
4
4783
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5
4813
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6
1411
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7
4573
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7480
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9
4429
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10
841
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11
9418
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12
8849
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5306
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4634
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15
9336
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16
4344
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17
10182
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5648
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10009
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7809
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21
6970
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22
6260
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23
3543
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24
4215
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25
7436
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26
2229
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27
6742
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28
1878
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29
3222
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2189
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9874
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32
1849
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33
10057
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34
7309
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35
9509
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36
10403
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37
4515
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1586
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39
638
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40
7434
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41
9737
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42
5477
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43
5976
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44
3293
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45
5869
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46
10358
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47
4698
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48
9855
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49
5305
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50
8401
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51
6004
62 96 37 48 33 23 14 41 74 16
52
3369
35 99 46 16 36 8 39 67 97 80
53
10335
78 15 78 93 32 56 83 52 39 37
54
2868
90 49 87 29 82 35 4 39 80 20
55
5297
36 78 91 28 98 72 86 90 27 62
56
3744
46 48 9 6 3 53 93 25 70 81
57
9148
98 64 96 82 46 13 87 13 65 52
58
3270
75 3 93 40 68 72 82 81 1 14
59
7616
36 63 98 9 11 38 78 3 26 67
60
5131
74 14 31 88 30 1 32 8 46 19
61
9674
86 95 78 51 75 69 82 66 8 86
62
940
67 88 20 48 42 85 24 67 74 1
63
6286
87 9 75 1 93 2 88 51 47 53
64
1159
68 61 18 4 36 28 45 54 19 21
65
10410
1 24 34 77 97 18 48 85 85 33
66
3268
87 38 48 48 1 10 67 10 62 68
67
6533
87 50 49 6 63 70 14 95 33 28
68
1984
7 47 69 1 86 67 34 59 96 25
69
2658
34 42 88 32 54 95 76 64 33 69
70
7518
1 30 30 79 33 72 1 90 5 71
71
3280
91 97 34 40 71 64 51 28 23 60
72
8989
7 49 22 14 1 19 15 48 43 69
73
4877
6 79 81 20 18 60 67 57 63 99
74
7608
46 19 50 86 75 31 57 85 10 53
75
4775
3 80 40 40 55 29 3 78 47 77
76
4441
45 30 73 25 62 43 37 18 73 27
77
689
55 24 91 94 21 17 15 59 1 29
78
8408
92 58 7 73 71 78 50 11 19 83
79
2103
67 43 1 44 80 28 75 67 92 22
80
6500
13 6 71 98 5 47 80 36 31 10
81
3906
30 95 72 94 48 78 3 24 29 42
82
4713
27 43 8 61 87 77 9 59 68 64
83
9905
19 99 68 65 22 92 28 24 31 80
84
3660
51 22 49 44 5 42 44 39 92 73
85
2405
86 99 7 75 71 86 2 1 48 91
86
7436
20 11 47 4 69 6 71 80 87 38
87
5400
95 99 90 17 75 19 89 58 8 60
88
8689
79 60 59 1 72 28 24 76 90 53
89
5805
48 42 39 12 36 18 73 59 57 38
90
685
83 33 49 78 54 4 28 90 40 19
91
9892
91 68 28 51 24 24 98 92 25 14
92
9000
78 78 22 55 55 57 17 3 49 35
93
2827
41 26 10 53 5 82 27 51 26 10
94
1779
61 77 96 96 40 7 90 1 35 44
95
2539
90 1 2 92 56 4 4 55 90 97
96
5797
57 13 88 82 8 94 13 50 99 17
97
6740
4 67 90 20 19 9 83 15 30 50
98
5913
21 87 69 22 7 57 43 31 5 22
99
1778
68 31 44 13 12 82 63 99 52 19
100
9256
87 49 74 40 44 98 68 8 12 70
101
1943
62 90 16 43 66 54 74 44 11 88
102
2314
69 6 90 23 39 2 12 91 72 31
103
5964
79 76 7 30 41 71 69 83 32 7
104
2160
69 94 14 16 60 94 38 75 81 81
105
5000
35 76 47 76 11 69 74 66 21 58
106
753
25 79 48 30 31 51 98 98 81 2
107
8317
68 66 36 59 65 80 86 77 64 89
108
9608
14 51 62 64 16 79 72 8 45 1
109
5659
9 14 1 72 67 85 76 6 4 80
110
3727
74 89 63 61 19 56 53 26 10 52
111
878
61 87 86 13 69 79 94 47 90 15
112
5610
58 1 49 81 56 46 45 55 11 25
113
8024
81 65 48 25 96 71 30 39 88 11
114
7993
52 53 3 90 78 85 39 91 52 97
115
7345
93 19 51 67 36 52 60 78 96 90
116
5943
44 21 80 21 56 42 69 49 92 62
117
5637
57 98 86 70 12 66 12 23 44 69
118
3377
89 90 97 96 37 82 83 92 54 34
119
10135
81 45 4 99 1 91 21 68 28 66
120
2394
69 77 58 64 50 48 25 88 85 54
121
6036
98 54 79 68 43 70 50 9 51 84
122
6761
78 86 28 61 58 21 47 38 21 62
123
7860
70 2 19 36 13 82 43 60 4 71
124
8007
3 3 93 57 55 12 58 2 42 70
125
7718
70 88 88 86 87 94 11 8 43 60
126
7598
62 39 44 10 20 17 63 86 55 54
127
3245
81 56 74 57 84 45 74 62 89 52
128
4953
61 24 18 88 28 68 6 41 4 71
129
8163
65 91 95 59 59 60 23 66 1 9
130
8429
65 86 2 73 65 93 94 94 97 99
131
8623
33 80 22 43 56 30 93 54 65 41
132
1742
62 58 7 25 2 5 26 9 38 30
133
1409
19 54 82 37 36 31 49 75 87 23
134
5249
57 57 52 70 41 30 30 43 58 60
135
9063
82 42 17 97 7 71 50 9 47 1
136
7293
78 32 59 29 23 29 47 10 53 67
137
1353
94 5 42 33 25 82 89 79 51 55
138
6480
65 43 51 99 81 20 43 10 40 64
139
8191
14 80 79 34 6 13 32 97 80 21
140
7595
9 86 93 96 67 94 45 39 20 16
141
739
29 47 65 65 5 47 47 30 24 94
142
7977
70 95 27 90 89 57 68 74 77 11
143
8304
90 86 25 52 71 95 13 52 37 90
144
6930
86 40 60 95 86 8 86 90 13 48
145
5996
12 31 72 3 48 46 97 12 29 85
146
2438
40 61 29 64 50 80 2 61 28 34
147
2339
12 12 55 21 54 32 16 34 18 7
148
5848
64 64 58 16 21 7 27 88 22 79
149
4982
32 17 22 70 83 34 38 27 75 95
150
7604
18 52 58 67 27 33 53 68 24 50
151
10491
11 56 61 13 38 33 37 14 79 78
152
8007
40 35 89 96 79 18 94 88 99 39
153
6393
14 60 67 57 71 29 78 74 35 79
154
1948
22 75 14 7 53 19 84 71 45 69
155
8138
49 10 10 30 2 74 49 14 95 27
156
3757
95 50 40 96 9 58 25 16 46 42
157
4120
82 66 11 98 49 52 59 46 15 15
158
4850
7 53 99 72 79 10 36 47 7 51
159
4564
19 58 7 31 39 70 33 54 24 44
160
4171
95 12 20 11 28 78 15 91 45 71
161
669
39 66 78 36 39 59 36 89 20 32
162
4803
71 81 6 10 70 32 47 59 35 66
163
5464
34 51 71 20 72 20 83 39 61 49
164
6219
89 75 48 26 70 12 24 52 97 8
165
2726
63 71 39 67 38 98 71 91 69 7
166
6507
85 46 58 13 48 18 7 21 78 44
167
6446
60 88 7 60 57 12 6 90 13 1
168
3416
91 58 17 50 11 57 55 58 53 15
169
918
49 73 63 28 38 73 43 74 16 6
170
3139
46 27 73 32 37 91 82 30 94 51
171
9351
10 26 43 49 56 46 40 63 59 91
172
7171
19 38 14 54 64 64 78 19 64 33
173
2127
50 48 66 46 64 92 64 18 72 77
174
4461
65 8 59 15 68 45 96 88 13 69
175
799
41 14 75 49 27 86 27 22 47 28
176
6861
58 58 96 94 36 84 99 43 22 8
177
9690
62 89 28 63 94 15 11 60 9 8
178
3180
45 44 12 96 65 99 91 20 68 48
179
2449
67 16 99 43 89 8 78 32 4 7
180
8742
64 20 63 73 23 87 97 67 67 55
181
4503
6 69 19 19 93 61 23 1 92 51
182
10135
77 67 26 19 14 42 48 42 49 89
183
8757
94 80 8 81 57 25 20 95 23 61
184
1192
24 81 72 82 93 35 99 84 37 82
185
8334
38 82 55 69 60 64 39 37 16 39
186
9610
73 27 67 13 82 74 53 30 39 89
187
8681
59 5 1 85 16 40 3 12 47 47
188
8465
61 44 23 32 69 89 65 87 94 24
189
8425
14 38 35 34 57 4 81 13 71 79
190
3227
59 53 6 57 8 43 47 60 36 86
191
4628
83 16 89 69 52 12 25 92 72 60
192
1319
3 48 93 63 98 28 36 52 67 67
193
9629
46 16 88 49 67 68 44 51 78 10
194
4236
16 31 86 56 19 46 29 91 13 61
195
5509
56 79 37 37 56 23 85 76 68 60
196
9597
40 75 53 54 38 3 26 32 36 68
197
8513
7 14 45 60 75 70 4 81 69 72
198
2882
79 67 32 97 69 81 9 57 28 9
199
7268
55 70 69 44 14 14 59 71 69 47

1
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Further benchmarks for the bi-objective flow-shop scheduling problem are available at http://www.lifl.fr/~liefooga/benchmarks/

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##########################################################################################
### Doc generation using Doxygen
##########################################################################################
IF (DOXYGEN_FOUND)
SET(DOC_DIR ${CMAKE_BINARY_DIR}/doc CACHE PATH "Bi-objective flow-shop scheduling problem contribution documentation directory")
SET(flow-shop_DOC_CONFIG_FILE "doxyfile" CACHE PATH "Bi-objective flow-shop scheduling problem documentation configuration file")
# define the doc target
IF (DOXYGEN_EXECUTABLE)
ADD_CUSTOM_TARGET(doc
COMMAND ${DOXYGEN_EXECUTABLE} ${flow-shop_DOC_CONFIG_FILE}
WORKING_DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}
)
ENDIF (DOXYGEN_EXECUTABLE)
# configure doxyfile file
CONFIGURE_FILE("${CMAKE_SOURCE_DIR}/doc/${flow-shop_DOC_CONFIG_FILE}.cmake"
"${CMAKE_BINARY_DIR}/doc/${flow-shop_DOC_CONFIG_FILE}")
ELSE (DOXYGEN_FOUND)
MESSAGE(STATUS "Unable to generate the documentation, Doxygen package not found")
ENDIF (DOXYGEN_FOUND)
##########################################################################################

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File diff suppressed because it is too large Load diff

47
contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/install.cmake Normal file
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#########################################################################################################
# 1) ParadisEO install: SIMPLE Configuration
#########################################################################################################
# Here, just specify PARADISEO_DIR : the directory where ParadisEO has been installed
SET(PARADISEO_DIR "myDirectory" CACHE PATH "ParadisEO directory" FORCE)
#########################################################################################################
#########################################################################################################
# 2) ParadisEO install: ADVANCED 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 "${PARADISEO_DIR}/paradiseo-moeo" CACHE PATH "ParadisEO-MOEO source directory" FORCE)
SET(PARADISEO_MOEO_BIN_DIR "${PARADISEO_DIR}/paradiseo-moeo/build" CACHE PATH "ParadisEO-MOEO binary directory" FORCE)
SET(PARADISEO_PEO_SRC_DIR "${PARADISEO_DIR}/paradiseo-peo" CACHE PATH "ParadisEO-PEO source directory" FORCE)
SET(PARADISEO_PEO_BIN_DIR "${PARADISEO_DIR}/paradiseo-peo/build" CACHE PATH "ParadisEO-PEO binary directory" FORCE)
#########################################################################################################
######################################################################################
### 3) OPTIONNAL: Windows advanced config - especially for Microsoft Visual Studio 8
######################################################################################
IF(CMAKE_CXX_COMPILER MATCHES cl)
IF(NOT WITH_SHARED_LIBS)
IF(CMAKE_GENERATOR STREQUAL "Visual Studio 8 2005")
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 8 2005")
ENDIF(NOT WITH_SHARED_LIBS)
ENDIF(CMAKE_CXX_COMPILER MATCHES cl)
######################################################################################

31
contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/src/CMakeLists.txt Normal file
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######################################################################################
### 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(flow-shop_LIB_OUTPUT_PATH ${CMAKE_BINARY_DIR}/lib)
SET(LIBRARY_OUTPUT_PATH ${flow-shop_LIB_OUTPUT_PATH})
SET (flow-shop_SOURCES FlowShopBenchmarkParser.cpp
FlowShopEval.cpp
FlowShopInit.cpp
FlowShopObjectiveVectorTraits.cpp
FlowShopOpCrossoverQuad.cpp
FlowShopOpMutationExchange.cpp
FlowShopOpMutationShift.cpp
FlowShop.cpp)
ADD_LIBRARY(lflowshop STATIC ${flow-shop_SOURCES})
######################################################################################

43
contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/src/FlowShop.cpp Normal file
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/*
* <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";
}

58
contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/src/FlowShop.h Normal file
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/*
* <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_*/

126
contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/src/FlowShopBenchmarkParser.cpp Normal file
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/*
* <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();
}

109
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/*
* <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_*/

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/*
* <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;
}

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/*
* <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_*/

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/*
* <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
}

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/*
* <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
*/
class FlowShopInit : public eoInit<FlowShop>
{
public:
/**
* Ctor
* @param _N the number of jobs to schedule
*/
FlowShopInit(unsigned int _N);
/**
* builds a random genotype
* @param _flowshop a genotype that has been default-constructed
*/
void operator()(FlowShop & _flowshop);
private:
/** the number of jobs (size of a scheduling vector) */
unsigned int N;
};
#endif /*FLOWSHOPINIT_H_*/

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contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/src/FlowShopObjectiveVector.h Normal file
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/*
* <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_*/

57
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/*
* <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;
}

71
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/*
* <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_*/

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contribution/trunk/combinatorial/scheduling/flowshop/flowshop-moeo/src/FlowShopOpCrossoverQuad.cpp Normal file
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/*
* <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;
}

78
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/*
* <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_*/

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/*
* <FlowShopOpMutationExchange.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 <FlowShopOpMutationExchange.h>
std::string FlowShopOpMutationExchange::className() const
{
return "FlowShopOpMutationExchange";
}
bool FlowShopOpMutationExchange::operator()(FlowShop & _flowshop)
{
bool isModified;
FlowShop result = _flowshop;
// computation of the 2 random points
unsigned int point1, point2;
do
{
point1 = rng.random(result.size());
point2 = rng.random(result.size());
} while (point1 == point2);
// swap
std::swap (result[point1], result[point2]);
// update (if necessary)
if (result != _flowshop)
{
// update
_flowshop.value(result);
// the genotype has been modified
isModified = true;
}
else
{
// the genotype has not been modified
isModified = false;
}
// return 'true' if the genotype has been modified
return isModified;
}

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/*
* <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 <eoOp.h>
#include <FlowShop.h>
/**
* Exchange mutation operator for the flow-shop
*/
class FlowShopOpMutationExchange : public eoMonOp<FlowShop>
{
public:
/**
* the class name (used to display statistics)
*/
std::string className() const;
/**
* modifies the parent with an exchange mutation
* @param _flowshop the parent genotype (will be modified)
*/
bool operator()(FlowShop & _flowshop);
};
#endif /*FLOWSHOPOPMUTATIONEXCHANGE_H_*/

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/*
* <FlowShopOpMutationShift.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 <FlowShopOpMutationShift.h>
std::string FlowShopOpMutationShift::className() const
{
return "FlowShopOpMutationShift";
}
bool FlowShopOpMutationShift::operator()(FlowShop & _flowshop)
{
bool isModified;
int direction;
unsigned int tmp;
FlowShop result = _flowshop;
// computation of the 2 random points
unsigned int point1, point2;
do
{
point1 = rng.random(result.size());
point2 = rng.random(result.size());
} while (point1 == point2);
// direction
if (point1 < point2)
direction = 1;
else
direction = -1;
// mutation
tmp = result[point1];
for (unsigned int i=point1 ; i!=point2 ; i+=direction)
result[i] = result[i+direction];
result[point2] = tmp;
// update (if necessary)
if (result != _flowshop)
{
// update
_flowshop.value(result);
// the genotype has been modified
isModified = true;
}
else
{
// the genotype has not been modified
isModified = false;
}
// return 'true' if the genotype has been modified
return isModified;
}

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/*
* <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 <eoOp.h>
#include <FlowShop.h>
/**
* Shift mutation operator for flow-shop
*/
class FlowShopOpMutationShift : public eoMonOp < FlowShop >
{
public:
/**
* the class name (used to display statistics)
*/
std::string className() const;
/**
* modifies the parent with a shift mutation
* @param _flowshop the parent genotype (will be modified)
*/
bool operator()(FlowShop & _flowshop);
};
#endif /*FLOWSHOPOPMUTATIONSHIFT_H_*/

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/** @mainpage Welcome to PARADISEO - Bi-objective flow-shop scheduling problem contribution
@section Introduction
Solving the flow-shop problem consists in scheduling N jobs on M machines.
Machines are critical resources, i.e. two jobs cannot be assigned to one machine simultaneously.
A job Ji is composed of M consecutive tasks ti1, ti2, ..., tiM, where tij is the jth task of the job Ji, requiring the machine Mj.
A processing time pij is associated to each task tij and a job Ji must be achieved before its due date di.
For the permutation flow-shop, the operating sequences of the jobs are identical and unidirectional on every machines.
Here, we focus on minimizing both the makespan and the total tardiness (T ), which are two of the most studied objectives of the literature.
@section authors AUTHORS
<TABLE>
<TR>
<TD>Dolphin project-team INRIA Futurs, 2007.</TD>
<TD>Arnaud Liefooghe Arnaud.Liefooghe[at]lifl.fr</TD>
<TD>Thomas Legrand paradiseo-help[at]lists.gforge.inria.fr</TD>
</TR>
</TABLE>
@section LICENSE
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
@section Paradiseo Home Page
<A href=http://paradiseo.gforge.inria.fr>http://paradiseo.gforge.inria.fr</A>
*/

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/*
* <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_*/

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/*
* <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_*/

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/*
* <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_*/