From c0e5ffcf0d9169a3afeef4710ee4d8b9af3ee867 Mon Sep 17 00:00:00 2001
From: jhumeau <jhumeau@331e1502-861f-0410-8da2-ba01fb791d7f>
Date: Fri, 6 Feb 2009 09:34:46 +0000
Subject: [PATCH] git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@1407
 331e1502-861f-0410-8da2-ba01fb791d7f

---
 contribution/branches/MOLS/CMakeLists.txt     |   2 +-
 .../branches/MOLS/flowshop/CMakeLists.txt     |  17 +
 .../MOLS/flowshop/benchs/020_05_01.txt        |  63 ++
 .../MOLS/flowshop/benchs/020_05_02.txt        |  63 ++
 .../MOLS/flowshop/benchs/020_10_01.txt        |  63 ++
 .../MOLS/flowshop/benchs/020_10_02.txt        |  63 ++
 .../MOLS/flowshop/benchs/020_20_01.txt        |  63 ++
 .../MOLS/flowshop/benchs/050_05_01.txt        | 153 +++++
 .../MOLS/flowshop/benchs/050_10_01.txt        | 153 +++++
 .../MOLS/flowshop/benchs/050_20_01.txt        | 153 +++++
 .../MOLS/flowshop/benchs/100_05_01.txt        | 303 +++++++++
 .../MOLS/flowshop/benchs/100_10_01.txt        | 303 +++++++++
 .../MOLS/flowshop/benchs/100_20_01.txt        | 303 +++++++++
 .../MOLS/flowshop/benchs/200_10_01.txt        | 603 ++++++++++++++++++
 .../branches/MOLS/flowshop/benchs/README      |   1 +
 .../MOLS/flowshop/build/lib/libflowshop.a     | Bin 0 -> 208974 bytes
 .../branches/MOLS/flowshop/src/CMakeLists.txt |  33 +
 .../branches/MOLS/flowshop/src/FlowShop.cpp   |  43 ++
 .../branches/MOLS/flowshop/src/FlowShop.h     |  58 ++
 .../flowshop/src/FlowShopBenchmarkParser.cpp  | 131 ++++
 .../flowshop/src/FlowShopBenchmarkParser.h    | 109 ++++
 .../MOLS/flowshop/src/FlowShopEval.cpp        |  90 +++
 .../branches/MOLS/flowshop/src/FlowShopEval.h | 104 +++
 .../MOLS/flowshop/src/FlowShopInit.cpp        |  64 ++
 .../branches/MOLS/flowshop/src/FlowShopInit.h |  49 ++
 .../flowshop/src/FlowShopObjectiveVector.h    |  49 ++
 .../src/FlowShopObjectiveVectorTraits.cpp     |  57 ++
 .../src/FlowShopObjectiveVectorTraits.h       |  71 +++
 .../flowshop/src/FlowShopOpCrossoverQuad.cpp  | 110 ++++
 .../flowshop/src/FlowShopOpCrossoverQuad.h    |  78 +++
 .../flowshop/src/FlowShopOpMutationExchange.h |  49 ++
 .../flowshop/src/FlowShopOpMutationShift.h    |  49 ++
 .../MOLS/flowshop/src/exchange_move.cpp       |  67 ++
 .../MOLS/flowshop/src/exchange_move.h         |  28 +
 .../MOLS/flowshop/src/exchange_move_init.cpp  |  13 +
 .../MOLS/flowshop/src/exchange_move_init.h    |  20 +
 .../MOLS/flowshop/src/exchange_move_next.cpp  |  30 +
 .../MOLS/flowshop/src/exchange_move_next.h    |  22 +
 .../MOLS/flowshop/src/make_eval_FlowShop.h    |  81 +++
 .../flowshop/src/make_genotype_FlowShop.h     |  74 +++
 .../MOLS/flowshop/src/make_op_FlowShop.h      | 132 ++++
 contribution/branches/MOLS/install.cmake      |   5 +-
 42 files changed, 3919 insertions(+), 3 deletions(-)
 create mode 100755 contribution/branches/MOLS/flowshop/CMakeLists.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/020_05_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/020_05_02.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/020_10_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/020_10_02.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/020_20_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/050_05_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/050_10_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/050_20_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/100_05_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/100_10_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/100_20_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/200_10_01.txt
 create mode 100755 contribution/branches/MOLS/flowshop/benchs/README
 create mode 100644 contribution/branches/MOLS/flowshop/build/lib/libflowshop.a
 create mode 100755 contribution/branches/MOLS/flowshop/src/CMakeLists.txt
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShop.cpp
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShop.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopBenchmarkParser.cpp
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopBenchmarkParser.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopEval.cpp
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopEval.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopInit.cpp
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopInit.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVector.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVectorTraits.cpp
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVectorTraits.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopOpCrossoverQuad.cpp
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopOpCrossoverQuad.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopOpMutationExchange.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/FlowShopOpMutationShift.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/exchange_move.cpp
 create mode 100755 contribution/branches/MOLS/flowshop/src/exchange_move.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/exchange_move_init.cpp
 create mode 100755 contribution/branches/MOLS/flowshop/src/exchange_move_init.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/exchange_move_next.cpp
 create mode 100755 contribution/branches/MOLS/flowshop/src/exchange_move_next.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/make_eval_FlowShop.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/make_genotype_FlowShop.h
 create mode 100755 contribution/branches/MOLS/flowshop/src/make_op_FlowShop.h

diff --git a/contribution/branches/MOLS/CMakeLists.txt b/contribution/branches/MOLS/CMakeLists.txt
index 8ee57041b..8dfbc91fa 100644
--- a/contribution/branches/MOLS/CMakeLists.txt
+++ b/contribution/branches/MOLS/CMakeLists.txt
@@ -100,7 +100,7 @@ ENDFOREACH (path ${REQUIRED_PATHS})
 ### 6) Where must cmake go now ?
 ######################################################################################
 
-SUBDIRS(src test doc) 
+SUBDIRS(flowshop src doc test) 
 
 ######################################################################################
 
diff --git a/contribution/branches/MOLS/flowshop/CMakeLists.txt b/contribution/branches/MOLS/flowshop/CMakeLists.txt
new file mode 100755
index 000000000..85a6748ec
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/CMakeLists.txt
@@ -0,0 +1,17 @@
+######################################################################################
+### 1) Where must cmake go now ?
+######################################################################################
+
+ADD_CUSTOM_TARGET(install DEPENDS  ${SOURCES_DIR}/flowshop/benchs)
+ADD_CUSTOM_COMMAND(
+    TARGET install
+    POST_BUILD
+    COMMAND ${CMAKE_COMMAND}
+    ARGS -E copy_directory 
+      ${SOURCES_DIR}/flowshop/benchs
+      ${INSTALL_DIR}/flowshop/benchs)
+
+SUBDIRS(src)
+
+######################################################################################
+
diff --git a/contribution/branches/MOLS/flowshop/benchs/020_05_01.txt b/contribution/branches/MOLS/flowshop/benchs/020_05_01.txt
new file mode 100755
index 000000000..2c2f78d86
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diff --git a/contribution/branches/MOLS/flowshop/benchs/020_05_02.txt b/contribution/branches/MOLS/flowshop/benchs/020_05_02.txt
new file mode 100755
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diff --git a/contribution/branches/MOLS/flowshop/benchs/020_10_01.txt b/contribution/branches/MOLS/flowshop/benchs/020_10_01.txt
new file mode 100755
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new file mode 100755
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new file mode 100755
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diff --git a/contribution/branches/MOLS/flowshop/benchs/050_05_01.txt b/contribution/branches/MOLS/flowshop/benchs/050_05_01.txt
new file mode 100755
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diff --git a/contribution/branches/MOLS/flowshop/benchs/050_10_01.txt b/contribution/branches/MOLS/flowshop/benchs/050_10_01.txt
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diff --git a/contribution/branches/MOLS/flowshop/benchs/050_20_01.txt b/contribution/branches/MOLS/flowshop/benchs/050_20_01.txt
new file mode 100755
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diff --git a/contribution/branches/MOLS/flowshop/benchs/100_05_01.txt b/contribution/branches/MOLS/flowshop/benchs/100_05_01.txt
new file mode 100755
index 000000000..f0d8d9b38
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diff --git a/contribution/branches/MOLS/flowshop/benchs/100_10_01.txt b/contribution/branches/MOLS/flowshop/benchs/100_10_01.txt
new file mode 100755
index 000000000..480d6be62
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diff --git a/contribution/branches/MOLS/flowshop/benchs/100_20_01.txt b/contribution/branches/MOLS/flowshop/benchs/100_20_01.txt
new file mode 100755
index 000000000..f063c0f7c
--- /dev/null
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diff --git a/contribution/branches/MOLS/flowshop/benchs/README b/contribution/branches/MOLS/flowshop/benchs/README
new file mode 100755
index 000000000..7f3c69274
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+Further benchmarks for the bi-objective flow-shop scheduling problem are available at http://www.lifl.fr/~liefooga/benchmarks/
\ No newline at end of file
diff --git a/contribution/branches/MOLS/flowshop/build/lib/libflowshop.a b/contribution/branches/MOLS/flowshop/build/lib/libflowshop.a
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diff --git a/contribution/branches/MOLS/flowshop/src/CMakeLists.txt b/contribution/branches/MOLS/flowshop/src/CMakeLists.txt
new file mode 100755
index 000000000..81bd142df
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/CMakeLists.txt
@@ -0,0 +1,33 @@
+######################################################################################
+### 1) Include the sources
+######################################################################################
+
+INCLUDE_DIRECTORIES(${PARADISEO_EO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_MOEO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${PARADISEO_MO_SRC_DIR}/src)
+INCLUDE_DIRECTORIES(${CMAKE_CURRENT_SOURCE_DIR})
+
+######################################################################################
+
+
+######################################################################################
+### 2) Define your target(s): just the flow-shop lib here
+######################################################################################
+
+SET(FLOWSHOP_LIB_OUTPUT_PATH ${INSTALL_DIR}/flowshop/lib)
+SET(LIBRARY_OUTPUT_PATH ${FLOWSHOP_LIB_OUTPUT_PATH})
+
+SET (FLOWSHOP_SOURCES   FlowShopBenchmarkParser.cpp 
+			FlowShopEval.cpp 
+			FlowShopObjectiveVectorTraits.cpp 
+			FlowShopOpCrossoverQuad.cpp 
+			FlowShop.cpp
+			exchange_move.cpp
+			exchange_move_init.cpp
+			exchange_move_next.cpp
+			)
+
+ADD_LIBRARY(flowshop STATIC ${FLOWSHOP_SOURCES})
+
+######################################################################################
+
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShop.cpp b/contribution/branches/MOLS/flowshop/src/FlowShop.cpp
new file mode 100755
index 000000000..0bf5dfe89
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShop.cpp
@@ -0,0 +1,43 @@
+/*
+* <FlowShop.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShop.h>
+
+std::string FlowShop::className() const
+  {
+    return "FlowShop";
+  }
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShop.h b/contribution/branches/MOLS/flowshop/src/FlowShop.h
new file mode 100755
index 000000000..993f901d8
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShop.h
@@ -0,0 +1,58 @@
+/*
+* <FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOP_H_
+#define FLOWSHOP_H_
+
+#include <core/moeoVector.h>
+#include <FlowShopObjectiveVector.h>
+
+/**
+ *  Structure of the genotype for the flow-shop scheduling problem: a vector of unsigned int int.
+ */
+class FlowShop: public moeoVector < FlowShopObjectiveVector , double , double , unsigned int >
+  {
+  public:
+
+    /**
+     * class name
+     */
+    std::string className() const;
+
+  };
+
+#endif /*FLOWSHOP_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopBenchmarkParser.cpp b/contribution/branches/MOLS/flowshop/src/FlowShopBenchmarkParser.cpp
new file mode 100755
index 000000000..5a8b412b5
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopBenchmarkParser.cpp
@@ -0,0 +1,131 @@
+/*
+* <FlowShopBenchmarkParser.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <stdexcept>
+#include <FlowShopBenchmarkParser.h>
+
+FlowShopBenchmarkParser::FlowShopBenchmarkParser(const std::string _benchmarkFileName)
+{
+  init(_benchmarkFileName);
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getM()
+{
+  return M;
+}
+
+
+const unsigned int FlowShopBenchmarkParser::getN()
+{
+  return N;
+}
+
+
+const std::vector< std::vector<unsigned int> > FlowShopBenchmarkParser::getP()
+{
+  return p;
+}
+
+
+const std::vector<unsigned int> FlowShopBenchmarkParser::getD()
+{
+  return d;
+}
+
+
+void FlowShopBenchmarkParser::printOn(std::ostream & _os) const
+  {
+    _os << "M=" << M << " N=" << N << std::endl;
+    _os << "*** processing times" << std::endl;
+    for (unsigned int i=0; i<M; i++)
+      {
+        for (unsigned int j=0; j<N; j++)
+          {
+            _os << p[i][j] << " ";
+          }
+        _os << std::endl;
+      }
+    _os << "*** due-dates" << std::endl;
+    for (unsigned int j=0; j<N; j++)
+      {
+        _os << d[j] << " ";
+      }
+    _os << std::endl << std::endl;
+  }
+
+
+void FlowShopBenchmarkParser::init(const std::string _benchmarkFileName)
+{
+  std::string buffer;
+  std::string::size_type start, end;
+  std::ifstream inputFile(_benchmarkFileName.data(), std::ios::in);
+  // opening of the benchmark file
+  if (! inputFile)
+    throw std::runtime_error("*** ERROR : Unable to open the benchmark file");
+  // number of jobs (N)
+  getline(inputFile, buffer, '\n');
+  N = atoi(buffer.data());
+  // number of machines M
+  getline(inputFile, buffer, '\n');
+  M = atoi(buffer.data());
+  // initial and current seeds (not used)
+  getline(inputFile, buffer, '\n');
+  // processing times and due-dates
+  p = std::vector< std::vector<unsigned int> > (M,N);
+  d = std::vector<unsigned int> (N);
+  // for each job...
+  for (unsigned int j=0 ; j<N ; j++)
+    {
+      // index of the job (<=> j)
+      getline(inputFile, buffer, '\n');
+      // due-date of the job j
+      getline(inputFile, buffer, '\n');
+      d[j] = atoi(buffer.data());
+      // processing times of the job j on each machine
+      getline(inputFile, buffer, '\n');
+      start = buffer.find_first_not_of(" ");
+      for (unsigned int i=0 ; i<M ; i++)
+        {
+          end = buffer.find_first_of(" ", start);
+          p[i][j] = atoi(buffer.substr(start, end-start).data());
+          start = buffer.find_first_not_of(" ", end);
+        }
+    }
+  // closing of the input file
+  inputFile.close();
+}
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopBenchmarkParser.h b/contribution/branches/MOLS/flowshop/src/FlowShopBenchmarkParser.h
new file mode 100755
index 000000000..0dc767bb0
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopBenchmarkParser.h
@@ -0,0 +1,109 @@
+/*
+* <FlowShopBenchmarkParser.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPBENCHMARKPARSER_H_
+#define FLOWSHOPBENCHMARKPARSER_H_
+
+#include <fstream>
+#include <string>
+#include <vector>
+
+/**
+ * Class to handle parameters of a flow-shop instance from a benchmark file
+ */
+class FlowShopBenchmarkParser
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    FlowShopBenchmarkParser(const std::string _benchmarkFileName);
+
+
+    /**
+     * the number of machines
+     */
+    const unsigned int getM();
+
+
+    /**
+     * the number of jobs
+     */
+    const unsigned int getN();
+
+
+    /**
+     * the processing times
+     */
+    const std::vector < std::vector < unsigned int > > getP();
+
+
+    /**
+     * the due-dates
+     */
+    const std::vector < unsigned int > getD();
+
+
+    /**
+     * printing...
+     */
+    void printOn(std::ostream & _os) const;
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector < std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * Initialisation of the parameters with the data contained in the benchmark file
+     * @param _benchmarkFileName the name of the benchmark file
+     */
+    void init(const std::string _benchmarkFileName);
+
+  };
+
+#endif /*FLOWSHOPBENCHMARKPARSER_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopEval.cpp b/contribution/branches/MOLS/flowshop/src/FlowShopEval.cpp
new file mode 100755
index 000000000..08465a6f8
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopEval.cpp
@@ -0,0 +1,90 @@
+/*
+* <FlowShopEval.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopEval.h>
+
+
+FlowShopEval::FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d) :
+    M(_M), N (_N), p(_p), d(_d)
+{}
+
+
+void FlowShopEval::operator()(FlowShop & _flowshop)
+{
+  FlowShopObjectiveVector objVector;
+  objVector[0] = makespan(_flowshop);
+  objVector[1] = tardiness(_flowshop);
+  _flowshop.objectiveVector(objVector);
+}
+
+
+
+double FlowShopEval::makespan(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  return C[M-1][_flowshop[N-1]];
+}
+
+
+double FlowShopEval::tardiness(const FlowShop & _flowshop)
+{
+  // completion times computation for each job on each machine
+  // C[i][j] = completion of the jth job of the scheduling on the ith machine
+  std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
+  // tardiness computation
+  unsigned int long sum = 0;
+  for (unsigned int j=0 ; j<N ; j++)
+    sum += (unsigned int) std::max (0, (int) (C[M-1][_flowshop[j]] - d[_flowshop[j]]));
+  return sum;
+}
+
+
+std::vector< std::vector<unsigned int> > FlowShopEval::completionTime(const FlowShop & _flowshop)
+{
+  std::vector< std::vector<unsigned int> > C(M,N);
+  C[0][_flowshop[0]] = p[0][_flowshop[0]];
+  for (unsigned int j=1; j<N; j++)
+    C[0][_flowshop[j]] = C[0][_flowshop[j-1]] + p[0][_flowshop[j]];
+  for (unsigned int i=1; i<M; i++)
+    C[i][_flowshop[0]] = C[i-1][_flowshop[0]] + p[i][_flowshop[0]];
+  for (unsigned int i=1; i<M; i++)
+    for (unsigned int j=1; j<N; j++)
+      C[i][_flowshop[j]] = std::max(C[i][_flowshop[j-1]], C[i-1][_flowshop[j]]) + p[i][_flowshop[j]];
+  return C;
+}
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopEval.h b/contribution/branches/MOLS/flowshop/src/FlowShopEval.h
new file mode 100755
index 000000000..2eeb83678
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopEval.h
@@ -0,0 +1,104 @@
+/*
+* <FlowShopEval.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPEVAL_H_
+#define FLOWSHOPEVAL_H_
+
+#include <vector>
+#include <core/moeoEvalFunc.h>
+#include <FlowShop.h>
+
+/**
+ * Evaluation of the objective vector a (multi-objective) FlowShop object
+ */
+class FlowShopEval : public moeoEvalFunc<FlowShop>
+  {
+  public:
+
+    /**
+     * Ctor
+     * @param _M the number of machines 
+     * @param _N the number of jobs to schedule
+     * @param _p the processing times
+     * @param _d the due dates
+     */
+    FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d);
+
+
+    /**
+     * computation of the multi-objective evaluation of a FlowShop object
+     * @param _flowshop the FlowShop object to evaluate
+     */
+    void operator()(FlowShop & _flowshop);
+
+
+  private:
+
+    /** number of machines */
+    unsigned int M;
+    /** number of jobs */
+    unsigned int N;
+    /** p[i][j] = processing time of job j on machine i */
+    std::vector< std::vector < unsigned int > > p;
+    /** d[j] = due-date of the job j */
+    std::vector < unsigned int > d;
+
+
+    /**
+     * computation of the makespan
+     * @param _flowshop the genotype to evaluate
+     */
+    double makespan(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the tardiness
+     * @param _flowshop the genotype to evaluate
+     */
+    double tardiness(const FlowShop & _flowshop);
+
+
+    /**
+     * computation of the completion times of a scheduling (for each job on each machine)
+     * C[i][j] = completion of the jth job of the scheduling on the ith machine
+     * @param _flowshop the genotype to evaluate
+     */
+    std::vector< std::vector<unsigned int> > completionTime (const FlowShop & _flowshop);
+
+  };
+
+#endif /*FLOWSHOPEVAL_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopInit.cpp b/contribution/branches/MOLS/flowshop/src/FlowShopInit.cpp
new file mode 100755
index 000000000..dde677384
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopInit.cpp
@@ -0,0 +1,64 @@
+/*
+* <FlowShopInit.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopInit.h>
+
+
+FlowShopInit::FlowShopInit(unsigned int _N) : N(_N)
+{}
+
+
+void FlowShopInit::operator()(FlowShop & _flowshop)
+{
+  // scheduling vector
+  std::vector<unsigned int> scheduling(N);
+  // initialisation of possible values
+  std::vector<unsigned int> possibles(N);
+  for (unsigned int i=0 ; i<N ; i++)
+    possibles[i] = i;
+  // random initialization
+  unsigned int rInd;     // random index
+  for (unsigned int i=0; i<N; i++)
+    {
+      rInd = (unsigned int) rng.uniform(N-i);
+      scheduling[i] = possibles[rInd];
+      possibles[rInd] = possibles[N-i-1];
+    }
+  _flowshop.resize(N);
+  _flowshop.value(scheduling);
+  _flowshop.invalidate();	   // IMPORTANT in case the _genotype is old
+}
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopInit.h b/contribution/branches/MOLS/flowshop/src/FlowShopInit.h
new file mode 100755
index 000000000..d21072453
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopInit.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopInit.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPINIT_H_
+#define FLOWSHOPINIT_H_
+
+#include <eoInit.h>
+#include <FlowShop.h>
+
+/**
+ *  Initialization of a random genotype built by the default constructor of the FlowShop class
+ */
+typedef eoInitPermutation<FlowShop> FlowShopInit;
+
+#endif /*FLOWSHOPINIT_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVector.h b/contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVector.h
new file mode 100755
index 000000000..65814085f
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVector.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopObjectiveVector.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTOR_H_
+#define FLOWSHOPOBJECTIVEVECTOR_H_
+
+#include <core/moeoRealObjectiveVector.h>
+#include <FlowShopObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector for multi-objective flow-shop problems: a vector of doubles
+ */
+typedef moeoRealObjectiveVector < FlowShopObjectiveVectorTraits > FlowShopObjectiveVector;
+
+#endif /*FLOWSHOPOBJECTIVEVECTOR_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVectorTraits.cpp b/contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVectorTraits.cpp
new file mode 100755
index 000000000..08487e873
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVectorTraits.cpp
@@ -0,0 +1,57 @@
+/*
+* <FlowShopObjectiveVectorTraits.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopObjectiveVectorTraits.h>
+
+
+bool FlowShopObjectiveVectorTraits::minimizing (int _i)
+{
+  // minimizing both
+  return true;
+}
+
+bool FlowShopObjectiveVectorTraits::maximizing (int _i)
+{
+  // minimizing both
+  return false;
+}
+
+unsigned int FlowShopObjectiveVectorTraits::nObjectives ()
+{
+  // 2 objectives
+  return 2;
+}
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVectorTraits.h b/contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVectorTraits.h
new file mode 100755
index 000000000..b95d6f2ea
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopObjectiveVectorTraits.h
@@ -0,0 +1,71 @@
+/*
+* <FlowShopObjectiveVectorTraits.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+#define FLOWSHOPOBJECTIVEVECTORTRAITS_H_
+
+#include <core/moeoObjectiveVectorTraits.h>
+
+/**
+ * Definition of the objective vector traits for multi-objective flow-shop problems
+ */
+class FlowShopObjectiveVectorTraits : public moeoObjectiveVectorTraits
+  {
+  public:
+
+    /**
+     * Returns true if the _ith objective have to be minimzed
+     * @param _i index of the objective
+     */
+    static bool minimizing (int _i);
+
+
+    /**
+     * Returns true if the _ith objective have to be maximzed
+     * @param _i index of the objective
+     */
+    static bool maximizing (int _i);
+
+
+    /**
+     * Returns the number of objectives
+     */
+    static unsigned int nObjectives ();
+
+  };
+
+#endif /*FLOWSHOPOBJECTIVEVECTORTRAITS_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopOpCrossoverQuad.cpp b/contribution/branches/MOLS/flowshop/src/FlowShopOpCrossoverQuad.cpp
new file mode 100755
index 000000000..5b64c7e41
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopOpCrossoverQuad.cpp
@@ -0,0 +1,110 @@
+/*
+* <FlowShopOpCrossoverQuad.cpp>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#include <FlowShopOpCrossoverQuad.h>
+
+
+std::string FlowShopOpCrossoverQuad::className() const
+  {
+    return "FlowShopOpCrossoverQuad";
+  }
+
+
+bool FlowShopOpCrossoverQuad::operator()(FlowShop & _flowshop1, FlowShop & _flowshop2)
+{
+  bool oneAtLeastIsModified;
+  // computation of the 2 random points
+  unsigned int point1, point2;
+  do
+    {
+      point1 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+      point2 =  rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
+    }
+  while (fabs((double) point1-point2) <= 2);
+  // computation of the offspring
+  FlowShop offspring1 = generateOffspring(_flowshop1, _flowshop2, point1, point2);
+  FlowShop offspring2 = generateOffspring(_flowshop2, _flowshop1, point1, point2);
+  // does at least one genotype has been modified ?
+  if ((_flowshop1 != offspring1) || (_flowshop2 != offspring2))
+    {
+      // update
+      _flowshop1.value(offspring1);
+      _flowshop2.value(offspring2);
+      // at least one genotype has been modified
+      oneAtLeastIsModified = true;
+    }
+  else
+    {
+      // no genotype has been modified
+      oneAtLeastIsModified = false;
+    }
+  // return 'true' if at least one genotype has been modified
+  return oneAtLeastIsModified;
+}
+
+
+FlowShop FlowShopOpCrossoverQuad::generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2)
+{
+  FlowShop result = _parent1;
+  std::vector<bool> taken_values(result.size(), false);
+  if (_point1 > _point2)
+    std::swap(_point1, _point2);
+  /* first parent */
+  for (unsigned int i=0 ; i<=_point1 ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  for (unsigned int i=_point2 ; i<result.size() ; i++)
+    {
+      // result[i] == _parent1[i]
+      taken_values[_parent1[i]] = true;
+    }
+  /* second parent */
+  unsigned int i = _point1+1;
+  unsigned int j = 0;
+  while (i<_point2 && j<_parent2.size())
+    {
+      if (! taken_values[_parent2[j]])
+        {
+          result[i] = _parent2[j];
+          i++;
+        }
+      j++;
+    }
+  return result;
+}
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopOpCrossoverQuad.h b/contribution/branches/MOLS/flowshop/src/FlowShopOpCrossoverQuad.h
new file mode 100755
index 000000000..79fe70128
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopOpCrossoverQuad.h
@@ -0,0 +1,78 @@
+/*
+* <FlowShopOpCrossoverQuad.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPCROSSOVERQUAD_H_
+#define FLOWSHOPOPCROSSOVERQUAD_H_
+
+#include <eoOp.h>
+#include <FlowShop.h>
+
+/**
+ * Quadratic crossover operator for flow-shop (modify the both genotypes)
+ */
+class FlowShopOpCrossoverQuad : public eoQuadOp < FlowShop >
+  {
+  public:
+
+    /**
+     * the class name (used to display statistics)
+     */
+    std::string className() const;
+
+
+    /**
+     * eoQuad crossover - _flowshop1 and _flowshop2 are the (future) offspring, i.e. _copies_ of the parents
+     * @param _flowshop1 the first parent
+     * @param _flowshop2 the second parent
+     */
+    bool operator()(FlowShop & _flowshop1, FlowShop & _flowshop2);
+
+
+  private:
+
+    /**
+     * generation of an offspring by a 2 points crossover
+     * @param _parent1 the first parent
+     * @param _parent2 the second parent
+     * @param _point1 the first point
+     * @param _point2 the second point
+     */
+    FlowShop generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2);
+
+  };
+
+#endif /*FLOWSHOPOPCROSSOVERQUAD_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopOpMutationExchange.h b/contribution/branches/MOLS/flowshop/src/FlowShopOpMutationExchange.h
new file mode 100755
index 000000000..51801d9d9
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopOpMutationExchange.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationExchange.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONEXCHANGE_H_
+#define FLOWSHOPOPMUTATIONEXCHANGE_H_
+
+#include <eoSwapMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Exchange mutation operator for the flow-shop
+ */
+typedef eoSwapMutation<FlowShop> FlowShopOpMutationExchange;
+
+#endif /*FLOWSHOPOPMUTATIONEXCHANGE_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/FlowShopOpMutationShift.h b/contribution/branches/MOLS/flowshop/src/FlowShopOpMutationShift.h
new file mode 100755
index 000000000..523bb88f0
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/FlowShopOpMutationShift.h
@@ -0,0 +1,49 @@
+/*
+* <FlowShopOpMutationShift.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef FLOWSHOPOPMUTATIONSHIFT_H_
+#define FLOWSHOPOPMUTATIONSHIFT_H_
+
+#include <eoShiftMutation.h>
+#include <FlowShop.h>
+
+/**
+ * Shift mutation operator for flow-shop
+ */
+typedef eoShiftMutation<FlowShop> FlowShopOpMutationShift;
+
+#endif /*FLOWSHOPOPMUTATIONSHIFT_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/exchange_move.cpp b/contribution/branches/MOLS/flowshop/src/exchange_move.cpp
new file mode 100755
index 000000000..8073548d9
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/exchange_move.cpp
@@ -0,0 +1,67 @@
+#include "exchange_move.h"
+
+/*ExchangeMove ExchangeMove :: operator ! () const
+  {
+    ExchangeMove move = * this ;
+	FlowShop __flowshop;
+    //std :: swap (move.first, move.second) ;
+	__flowshop[move.second] =__flowshop[move.first];
+    return move ;
+  }*/
+
+//void ExchangeMove :: operator () (FlowShop & __flowshop)
+void ExchangeMove :: operator () (FlowShop&  __flowshop)
+{
+	//bool isModified;
+	//ExchangeMove move;
+    int direction;
+    unsigned int tmp;
+    //FlowShop result = __flowshop;
+
+ /*std :: vector <unsigned int> seq_cities ;
+
+  for (unsigned int i = second ; i > first ; i --)
+    {
+      seq_cities.push_back (__flowshop [i]) ;
+    }
+
+  unsigned int j = 0 ;
+  for (unsigned int i = first + 1 ; i < second + 1 ; i ++)
+    {
+      __flowshop[i] = seq_cities [j ++] ;
+    }*/
+	if (first < second)
+        direction = 1;
+    else
+        direction = -1;
+    // mutation
+    tmp = __flowshop[first];
+    for (unsigned int i=first ; i!= second ; i+=direction)
+        __flowshop[i] = __flowshop[i+direction];
+    __flowshop[ second] = 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;
+}
+
+void ExchangeMove :: readFrom (std :: istream & __is)
+{
+  __is >> first >> second ;
+}
+
+void ExchangeMove :: printOn (std :: ostream & __os) const
+  {
+    __os << first << ' ' << second ;
+  }
diff --git a/contribution/branches/MOLS/flowshop/src/exchange_move.h b/contribution/branches/MOLS/flowshop/src/exchange_move.h
new file mode 100755
index 000000000..f2dda4267
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/exchange_move.h
@@ -0,0 +1,28 @@
+#ifndef exchange_move_h
+#define exchange_move_h
+
+#include <eoPersistent.h>
+
+#include <utility>
+#include <moMove.h>
+//#include <moeo>
+
+#include <FlowShop.h>
+
+class ExchangeMove : public moMove <FlowShop>, public std :: pair <unsigned, unsigned>, public eoPersistent
+  {
+
+  public :
+	   
+
+    ExchangeMove operator ! () const ;
+
+    //void operator () (FlowShop & __FlowShop) ;
+	void operator () (FlowShop & __FlowShop) ;
+
+    void readFrom (std :: istream & __is) ;
+
+    void printOn (std :: ostream & __os) const ;
+  } ;
+
+#endif
diff --git a/contribution/branches/MOLS/flowshop/src/exchange_move_init.cpp b/contribution/branches/MOLS/flowshop/src/exchange_move_init.cpp
new file mode 100755
index 000000000..dbd3a2b74
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/exchange_move_init.cpp
@@ -0,0 +1,13 @@
+#include <exchange_move_init.h>
+#include <utils/eoRNG.h>
+
+void ExchangeMoveInit :: operator () (ExchangeMove & _move, const FlowShop & _flowshop)
+{
+  FlowShop flowshop=_flowshop;
+  //eoRNG rng;
+  do
+  {
+  _move.first = rng.random(flowshop.size()) ;
+  _move.second = rng.random(flowshop.size()) ;
+  }while(_move.first == _move.second);
+}
diff --git a/contribution/branches/MOLS/flowshop/src/exchange_move_init.h b/contribution/branches/MOLS/flowshop/src/exchange_move_init.h
new file mode 100755
index 000000000..866698453
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/exchange_move_init.h
@@ -0,0 +1,20 @@
+#ifndef exchange_move_init_h
+#define exchange_move_init_h
+
+#include <moMoveInit.h>
+
+//#include <moeo>
+
+#include "exchange_move.h"
+
+/** It sets the first couple of edges */
+class ExchangeMoveInit : public moMoveInit <ExchangeMove>
+  {
+
+  public :
+
+    void operator () (ExchangeMove & _move, const FlowShop & _flowshop) ;
+
+  } ;
+
+#endif
diff --git a/contribution/branches/MOLS/flowshop/src/exchange_move_next.cpp b/contribution/branches/MOLS/flowshop/src/exchange_move_next.cpp
new file mode 100755
index 000000000..eeeab939b
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/exchange_move_next.cpp
@@ -0,0 +1,30 @@
+#include "exchange_move_next.h"
+//#include "graph.h"
+//int ExchangeMoveNext ::init(static int i)
+
+
+bool ExchangeMoveNext :: operator () (ExchangeMove & _move, const FlowShop & _flowshop)
+{
+  FlowShop flowshop =_flowshop;
+
+
+  if (_move.first >= (flowshop.size() - 4))// && _move.second == _move.first + 2)
+  //if (_move.second == flowshop.size ()-2)
+    {
+      return false ;
+    }
+  else
+    {
+		//std::cout<<_move.second<<" "<<_move.first<<" "<<flowshop.size()<<std::endl;
+      _move.second ++ ;
+      if (_move.second >= flowshop.size () - 1)
+        {
+          _move.first ++ ;
+          _move.second = _move.first + 2 ;
+        }
+		
+
+      return true ;
+    }
+   
+}
diff --git a/contribution/branches/MOLS/flowshop/src/exchange_move_next.h b/contribution/branches/MOLS/flowshop/src/exchange_move_next.h
new file mode 100755
index 000000000..798acfa5a
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/exchange_move_next.h
@@ -0,0 +1,22 @@
+#ifndef exchange_move_next_h
+#define exchange_move_next_h
+
+#include <moNextMove.h>
+#include "exchange_move.h"
+
+//#include <moeo>
+
+/** It updates a couple of edges */
+
+class ExchangeMoveNext : public moNextMove <ExchangeMove>
+  {
+
+  public :
+
+    
+	bool operator () (ExchangeMove & _move, const FlowShop & _flowshop) ;
+	
+
+  } ;
+
+#endif
diff --git a/contribution/branches/MOLS/flowshop/src/make_eval_FlowShop.h b/contribution/branches/MOLS/flowshop/src/make_eval_FlowShop.h
new file mode 100755
index 000000000..4a17049d1
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/make_eval_FlowShop.h
@@ -0,0 +1,81 @@
+/*
+* <make_eval_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_EVAL_FLOWSHOP_H_
+#define MAKE_EVAL_FLOWSHOP_H_
+
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoEvalFuncCounter.h>
+#include <FlowShop.h>
+#include <FlowShopBenchmarkParser.h>
+#include <FlowShopEval.h>
+
+/*
+ * This function creates an eoEvalFuncCounter<eoFlowShop> that can later be used to evaluate an individual.
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoEvalFuncCounter<FlowShop> & do_make_eval(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string("../flowshop/benchs/020_20_01.txt"), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks)", 'B',"Representation", false).value();
+//  if (benchmarkFileName == "")
+//    {
+//      std::string stmp = "*** Missing name of the benchmark file\n";
+//      stmp += "    Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+//      stmp += "    Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+//      throw std::runtime_error(stmp.c_str());
+//    }
+  // reading of the parameters contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int M = fParser.getM();
+  unsigned int N = fParser.getN();
+  std::vector< std::vector<unsigned int> > p = fParser.getP();
+  std::vector<unsigned int> d = fParser.getD();
+  // build of the initializer (a pointer, stored in the eoState)
+  FlowShopEval* plainEval = new FlowShopEval(M, N, p, d);
+  // turn that object into an evaluation counter
+  eoEvalFuncCounter<FlowShop>* eval = new eoEvalFuncCounter<FlowShop> (* plainEval);
+  // store in state
+  _state.storeFunctor(eval);
+  // and return a reference
+  return *eval;
+}
+
+#endif /*MAKE_EVAL_FLOWSHOP_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/make_genotype_FlowShop.h b/contribution/branches/MOLS/flowshop/src/make_genotype_FlowShop.h
new file mode 100755
index 000000000..fbe0d8afe
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/make_genotype_FlowShop.h
@@ -0,0 +1,74 @@
+/*
+* <make_genotype_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_GENOTYPE_FLOWSHOP_H_
+#define MAKE_GENOTYPE_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <FlowShop.h>
+#include <FlowShopInit.h>
+#include <FlowShopBenchmarkParser.h>
+
+/*
+ * This function creates an eoInit<eoFlowShop> that can later be used to initialize the population (see make_pop.h).
+ * @param eoParser& _parser  to get user parameters
+ * @param eoState& _state  to store the memory
+ */
+eoInit<FlowShop> & do_make_genotype(eoParser& _parser, eoState& _state)
+{
+  // benchmark file name
+  std::string benchmarkFileName = _parser.getORcreateParam(std::string("../flowshop/benchs/020_20_01.txt"), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks/)", 'B',"Representation", false).value();
+//  if (benchmarkFileName == "")
+//    {
+//      std::string stmp = "*** Missing name of the benchmark file\n";
+//      stmp += "   Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
+//      stmp += "   Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
+//      throw std::runtime_error(stmp.c_str());
+//    }
+  // reading of number of jobs to schedule contained in the benchmark file
+  FlowShopBenchmarkParser fParser(benchmarkFileName);
+  unsigned int N = fParser.getN();
+  // build of the initializer (a pointer, stored in the eoState)
+  eoInit<FlowShop>* init = new FlowShopInit(N);
+  // store in state
+  _state.storeFunctor(init);
+  // and return a reference
+  return *init;
+}
+
+#endif /*MAKE_GENOTYPE_FLOWSHOP_H_*/
diff --git a/contribution/branches/MOLS/flowshop/src/make_op_FlowShop.h b/contribution/branches/MOLS/flowshop/src/make_op_FlowShop.h
new file mode 100755
index 000000000..4316f7f65
--- /dev/null
+++ b/contribution/branches/MOLS/flowshop/src/make_op_FlowShop.h
@@ -0,0 +1,132 @@
+/*
+* <make_op_FlowShop.h>
+* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
+* (C) OPAC Team, LIFL, 2002-2007
+*
+* Arnaud Liefooghe
+*
+* This software is governed by the CeCILL license under French law and
+* abiding by the rules of distribution of free software.  You can  use,
+* modify and/ or redistribute the software under the terms of the CeCILL
+* license as circulated by CEA, CNRS and INRIA at the following URL
+* "http://www.cecill.info".
+*
+* As a counterpart to the access to the source code and  rights to copy,
+* modify and redistribute granted by the license, users are provided only
+* with a limited warranty  and the software's author,  the holder of the
+* economic rights,  and the successive licensors  have only  limited liability.
+*
+* In this respect, the user's attention is drawn to the risks associated
+* with loading,  using,  modifying and/or developing or reproducing the
+* software by the user in light of its specific status of free software,
+* that may mean  that it is complicated to manipulate,  and  that  also
+* therefore means  that it is reserved for developers  and  experienced
+* professionals having in-depth computer knowledge. Users are therefore
+* encouraged to load and test the software's suitability as regards their
+* requirements in conditions enabling the security of their systems and/or
+* data to be ensured and,  more generally, to use and operate it in the
+* same conditions as regards security.
+* The fact that you are presently reading this means that you have had
+* knowledge of the CeCILL license and that you accept its terms.
+*
+* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
+* Contact: paradiseo-help@lists.gforge.inria.fr
+*
+*/
+//-----------------------------------------------------------------------------
+
+#ifndef MAKE_OP_FLOWSHOP_H_
+#define MAKE_OP_FLOWSHOP_H_
+
+#include <utils/eoParser.h>
+#include <utils/eoState.h>
+#include <eoOp.h>
+#include <eoGenOp.h>
+#include <eoCloneOps.h>
+#include <eoOpContainer.h>
+#include <eoProportionalCombinedOp.h>
+#include <FlowShopOpCrossoverQuad.h>
+#include <FlowShopOpMutationShift.h>
+#include <FlowShopOpMutationExchange.h>
+
+/*
+ * This function builds the operators that will be applied to the eoFlowShop
+ * @param eoParameterLoader& _parser to get user parameters
+ * @param eoState& _state to store the memory
+ */
+eoGenOp<FlowShop> & do_make_op(eoParameterLoader& _parser, eoState& _state)
+{
+
+  /////////////////////////////
+  // Variation operators
+  ////////////////////////////
+
+  // the crossover
+  ////////////////
+
+  // a first crossover
+  eoQuadOp<FlowShop> *cross = new FlowShopOpCrossoverQuad;
+  // store in the state
+  _state.storeFunctor(cross);
+
+  // relative rate in the combination
+  double cross1Rate = _parser.createParam(1.0, "crossRate", "Relative rate for the only crossover", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedQuadOp<FlowShop> *propXover = new eoPropCombinedQuadOp<FlowShop>(*cross, cross1Rate);
+  // store in the state
+  _state.storeFunctor(propXover);
+
+
+  // the mutation
+  ///////////////
+
+  // a first mutation : the shift mutation
+  eoMonOp<FlowShop> *mut = new FlowShopOpMutationShift;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut1Rate = _parser.createParam(0.5, "shiftMutRate", "Relative rate for shift mutation", 0, "Variation Operators").value();
+  // creation of the combined operator with this one
+  eoPropCombinedMonOp<FlowShop> *propMutation = new eoPropCombinedMonOp<FlowShop>(*mut, mut1Rate);
+  _state.storeFunctor(propMutation);
+
+  // a second mutation : the exchange mutation
+  mut = new FlowShopOpMutationExchange;
+  _state.storeFunctor(mut);
+  // its relative rate in the combination
+  double mut2Rate = _parser.createParam(0.5, "exchangeMutRate", "Relative rate for exchange mutation", 0, "Variation Operators").value();
+  // addition of this one to the combined operator
+  propMutation -> add(*mut, mut2Rate);
+
+  // end of crossover and mutation definitions
+  ////////////////////////////////////////////
+
+  // First read the individual level parameters
+  eoValueParam<double>& pCrossParam = _parser.createParam(0.25, "pCross", "Probability of Crossover", 'c', "Variation Operators" );
+  // minimum check
+  if ( (pCrossParam.value() < 0) || (pCrossParam.value() > 1) )
+    throw std::runtime_error("Invalid pCross");
+
+  eoValueParam<double>& pMutParam = _parser.createParam(0.35, "pMut", "Probability of Mutation", 'm', "Variation Operators" );
+  // minimum check
+  if ( (pMutParam.value() < 0) || (pMutParam.value() > 1) )
+    throw std::runtime_error("Invalid pMut");
+
+  // the crossover - with probability pCross
+  eoProportionalOp<FlowShop> * propOp = new eoProportionalOp<FlowShop> ;
+  _state.storeFunctor(propOp);
+  eoQuadOp<FlowShop> *ptQuad = new eoQuadCloneOp<FlowShop>;
+  _state.storeFunctor(ptQuad);
+  propOp -> add(*propXover, pCrossParam.value()); // crossover, with proba pcross
+  propOp -> add(*ptQuad, 1-pCrossParam.value()); // nothing, with proba 1-pcross
+
+  // now the sequential
+  eoSequentialOp<FlowShop> *op = new eoSequentialOp<FlowShop>;
+  _state.storeFunctor(op);
+  op -> add(*propOp, 1.0);	 // always do combined crossover
+  op -> add(*propMutation, pMutParam.value()); // then mutation, with proba pmut
+
+  // return a reference
+  return *op;
+}
+
+#endif /*MAKE_OP_FLOWSHOP_H_*/
diff --git a/contribution/branches/MOLS/install.cmake b/contribution/branches/MOLS/install.cmake
index 8a3329b90..c5d508277 100644
--- a/contribution/branches/MOLS/install.cmake
+++ b/contribution/branches/MOLS/install.cmake
@@ -2,8 +2,7 @@
 SET(PARADISEO_DIR "/home/jeremie/workspace/trunk" CACHE PATH "ParadisEO directory" FORCE)
 
 #  Here, specify SOURCES_DIR : the directory where the example sources have been deposed.
-SET(SOURCES_DIR "/home/jeremie/workspace/MOLS/src" CACHE PATH "TP sources directory, where install.cmake is" FORCE)
-
+SET(SOURCES_DIR "/home/jeremie/workspace/MOLS" CACHE PATH "TP sources directory, where install.cmake is" FORCE)
 
 ###########################################################################################################################################
 # PLEASE DO NOT MODIFY WHAT IS BELOW
@@ -20,5 +19,7 @@ SET(PARADISEO_MO_BIN_DIR "${PARADISEO_DIR}/paradiseo-mo/build" CACHE PATH "Parad
 SET(PARADISEO_MOEO_SRC_DIR "${PARADISEO_DIR}/paradiseo-moeo" CACHE PATH "ParadisEO-MO source directory" FORCE)
 SET(PARADISEO_MOEO_BIN_DIR "${PARADISEO_DIR}/paradiseo-moeo/build" CACHE PATH "ParadisEO-MOEO binary directory" FORCE)
 
+SET(FLOWSHOP_SRC_DIR "${SOURCES_DIR}/flowshop" CACHE PATH "flowshop source directory" FORCE)
+
 SET(INSTALL_DIR "${SOURCES_DIR}/build" CACHE PATH "Directory where the executable will be put" FORCE)