Lesson2 removed (now in Lesson1)
git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@954 331e1502-861f-0410-8da2-ba01fb791d7f
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######################################################################################
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### 1) Include the sources
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######################################################################################
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INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src)
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INCLUDE_DIRECTORIES(${EO_SRC_DIR}/utils)
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INCLUDE_DIRECTORIES(${ParadisEO-MOEO_SOURCE_DIR}/src)
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######################################################################################
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######################################################################################
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### 2) Specify where CMake can find the libraries
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######################################################################################
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IF(NOT WIN32 OR CYGWIN)
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LINK_DIRECTORIES(${EO_BIN_DIR}/lib ${ParadisEO-MOEO_BINARY_DIR}/lib)
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ENDIF(NOT WIN32 OR CYGWIN)
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# especially for Visual Studio
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IF(WIN32 AND NOT CYGWIN)
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LINK_DIRECTORIES(${EO_BIN_DIR}\\lib\\${CMAKE_BUILD_TYPE} ${ParadisEO-MOEO_BINARY_DIR}\\lib\\${CMAKE_BUILD_TYPE})
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ENDIF(WIN32 AND NOT CYGWIN)
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######################################################################################
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######################################################################################
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### 3) Define your target(s): just an executable here
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######################################################################################
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ADD_EXECUTABLE(Sch1 Sch1.cpp)
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ADD_DEPENDENCIES(Sch1 moeo)
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######################################################################################
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######################################################################################
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### 4) Optionnal: define your target(s)'s version: no effect for windows
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######################################################################################
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SET(SCH1_VERSION ${GLOBAL_VERSION})
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SET_TARGET_PROPERTIES(Sch1 PROPERTIES VERSION "${SCH1_VERSION}")
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######################################################################################
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######################################################################################
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### 5) Link the librairies for your target(s)
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######################################################################################
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TARGET_LINK_LIBRARIES(Sch1 moeo eo eoutils)
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######################################################################################
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/*
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* <Sch1.cpp>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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*
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* Abdelhakim Deneche
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*
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* This software is governed by the CeCILL license under French law and
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* abiding by the rules of distribution of free software. You can use,
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* modify and/ or redistribute the software under the terms of the CeCILL
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* license as circulated by CEA, CNRS and INRIA at the following URL
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* "http://www.cecill.info".
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*
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* As a counterpart to the access to the source code and rights to copy,
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* modify and redistribute granted by the license, users are provided only
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* with a limited warranty and the software's author, the holder of the
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* economic rights, and the successive licensors have only limited liability.
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*
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* In this respect, the user's attention is drawn to the risks associated
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* with loading, using, modifying and/or developing or reproducing the
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* software by the user in light of its specific status of free software,
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* that may mean that it is complicated to manipulate, and that also
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* therefore means that it is reserved for developers and experienced
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* professionals having in-depth computer knowledge. Users are therefore
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* encouraged to load and test the software's suitability as regards their
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* requirements in conditions enabling the security of their systems and/or
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* data to be ensured and, more generally, to use and operate it in the
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* same conditions as regards security.
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* The fact that you are presently reading this means that you have had
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* knowledge of the CeCILL license and that you accept its terms.
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*
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* ParadisEO WebSite : http://paradiseo.gforge.inria.fr
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* Contact: paradiseo-help@lists.gforge.inria.fr
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*
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*/
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//-----------------------------------------------------------------------------
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#include <stdio.h>
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#include <moeo>
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#include <es/eoRealInitBounded.h>
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#include <es/eoRealOp.h>
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using namespace std;
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// the moeoObjectiveVectorTraits : minimizing 2 objectives
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class Sch1ObjectiveVectorTraits : public moeoObjectiveVectorTraits
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{
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public:
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static bool minimizing (int i)
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{
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return true;
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}
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static bool maximizing (int i)
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{
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return false;
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}
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static unsigned int nObjectives ()
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{
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return 2;
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}
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};
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// objective vector of real values
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typedef moeoRealObjectiveVector < Sch1ObjectiveVectorTraits > Sch1ObjectiveVector;
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// multi-objective evolving object for the Sch1 problem
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class Sch1 : public moeoRealVector < Sch1ObjectiveVector, double, double >
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{
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public:
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Sch1() : moeoRealVector < Sch1ObjectiveVector, double, double > (1)
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{}
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};
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// evaluation of objective functions
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class Sch1Eval : public moeoEvalFunc < Sch1 >
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{
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public:
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void operator () (Sch1 & _sch1)
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{
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if (_sch1.invalidObjectiveVector())
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{
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Sch1ObjectiveVector objVec;
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double x = _sch1[0];
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objVec[0] = x * x;
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objVec[1] = (x - 2.0) * (x - 2.0);
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_sch1.objectiveVector(objVec);
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}
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}
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};
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// main
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int main (int argc, char *argv[])
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{
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// parameters
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unsigned int POP_SIZE = 20;
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unsigned int MAX_GEN = 100;
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double M_EPSILON = 0.01;
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double P_CROSS = 0.25;
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double P_MUT = 0.35;
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// objective functions evaluation
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Sch1Eval eval;
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// crossover and mutation
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eoQuadCloneOp < Sch1 > xover;
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eoUniformMutation < Sch1 > mutation (M_EPSILON);
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// generate initial population
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eoRealVectorBounds bounds (1, 0.0, 2.0); // [0, 2]
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eoRealInitBounded < Sch1 > init (bounds);
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eoPop < Sch1 > pop (POP_SIZE, init);
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// build NSGA-II
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moeoNSGAII < Sch1 > nsgaII (MAX_GEN, eval, xover, P_CROSS, mutation, P_MUT);
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// run the algo
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nsgaII (pop);
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// extract first front of the final population using an moeoArchive (this is the output of nsgaII)
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moeoArchive < Sch1 > arch;
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arch.update (pop);
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// printing of the final archive
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cout << "Final Archive" << endl;
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arch.sortedPrintOn (cout);
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cout << endl;
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return EXIT_SUCCESS;
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}
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