SEEA added
git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@1266 331e1502-861f-0410-8da2-ba01fb791d7f
This commit is contained in:
liefooga
parent
f999e44098
commit
274fa75560
2 changed files with 334 additions and 0 deletions
210
trunk/paradiseo-moeo/src/algo/moeoSEEA.h
Normal file
210
trunk/paradiseo-moeo/src/algo/moeoSEEA.h
Normal file
|
|
@ -0,0 +1,210 @@
|
|||
/*
|
||||
* <moeoSEEA.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Lille-Nord Europe, 2006-2008
|
||||
* (C) OPAC Team, LIFL, 2002-2008
|
||||
*
|
||||
* 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 MOEOSEEA_H_
|
||||
#define MOEOSEEA_H_
|
||||
|
||||
#include <eoBreed.h>
|
||||
#include <eoCloneOps.h>
|
||||
#include <eoContinue.h>
|
||||
#include <eoEvalFunc.h>
|
||||
#include <eoGenContinue.h>
|
||||
#include <eoGeneralBreeder.h>
|
||||
#include <eoGenOp.h>
|
||||
#include <eoPopEvalFunc.h>
|
||||
#include <eoSGAGenOp.h>
|
||||
#include <algo/moeoEA.h>
|
||||
#include <archive/moeoArchive.h>
|
||||
#include <replacement/moeoGenerationalReplacement.h>
|
||||
#include <selection/moeoRandomSelect.h>
|
||||
#include <selection/moeoSelectFromPopAndArch.h>
|
||||
|
||||
/**
|
||||
* SEEA (Simple Elitist Evolutionary Algorithm).
|
||||
* Liefooghe A. Jourdan L., Talbi E.-G.. Metaheuristics and Their Hybridization to Solve the Bi-objective Ring Star Problem: a Comparative Study. Technical Report RR-6515, INRIA, 2008
|
||||
* This class builds SEEA by using the fine-grained components of the ParadisEO-MOEO framework.
|
||||
*/
|
||||
template < class MOEOT >
|
||||
class moeoSEEA : public moeoEA < MOEOT >
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* Ctor with a crossover, a mutation and their corresponding rates.
|
||||
* @param _maxGen number of generations before stopping
|
||||
* @param _eval evaluation function
|
||||
* @param _crossover crossover
|
||||
* @param _pCross crossover probability
|
||||
* @param _mutation mutation
|
||||
* @param _pMut mutation probability
|
||||
* @param _archive archive
|
||||
*/
|
||||
moeoSEEA (unsigned int _maxGen, eoEvalFunc < MOEOT > & _eval, eoQuadOp < MOEOT > & _crossover, double _pCross, eoMonOp < MOEOT > & _mutation, double _pMut, moeoArchive < MOEOT > & _archive) :
|
||||
defaultGenContinuator(_maxGen), continuator(defaultGenContinuator), eval(_eval), defaultPopEval(_eval), popEval(defaultPopEval), select(randomSelect, _archive, 1.0), selectMany(select,0.0), selectTransform(defaultSelect, defaultTransform), defaultSGAGenOp(_crossover, _pCross, _mutation, _pMut), genBreed (select, defaultSGAGenOp), breed (genBreed), archive(_archive)
|
||||
{}
|
||||
|
||||
|
||||
/**
|
||||
* Ctor with a eoContinue and a eoGenOp.
|
||||
* @param _continuator stopping criteria
|
||||
* @param _eval evaluation function
|
||||
* @param _op variation operators
|
||||
* @param _archive archive
|
||||
*/
|
||||
moeoSEEA (eoContinue < MOEOT > & _continuator, eoEvalFunc < MOEOT > & _eval, eoGenOp < MOEOT > & _op, moeoArchive < MOEOT > & _archive) :
|
||||
defaultGenContinuator(0), continuator(_continuator), eval(_eval), defaultPopEval(_eval), popEval(defaultPopEval), select(randomSelect, _archive, 1.0), selectMany(select,0.0), selectTransform(defaultSelect, defaultTransform), defaultSGAGenOp(defaultQuadOp, 1.0, defaultMonOp, 1.0), genBreed(select, _op), breed(genBreed), archive(_archive)
|
||||
{}
|
||||
|
||||
|
||||
/**
|
||||
* Ctor with a eoContinue, a eoPopEval and a eoGenOp.
|
||||
* @param _continuator stopping criteria
|
||||
* @param _popEval population evaluation function
|
||||
* @param _op variation operators
|
||||
* @param _metric metric
|
||||
* @param _kappa scaling factor kappa
|
||||
*/
|
||||
moeoSEEA (eoContinue < MOEOT > & _continuator, eoPopEvalFunc < MOEOT > & _popEval, eoGenOp < MOEOT > & _op, moeoArchive < MOEOT > & _archive) :
|
||||
defaultGenContinuator(0), continuator(_continuator), eval(defaultEval), defaultPopEval(eval), popEval(_popEval), select(randomSelect, _archive, 1.0), selectMany(select,0.0), selectTransform(defaultSelect, defaultTransform), defaultSGAGenOp(defaultQuadOp, 1.0, defaultMonOp, 1.0), genBreed(select, _op), breed(genBreed), archive(_archive)
|
||||
{}
|
||||
|
||||
|
||||
/**
|
||||
* Ctor with a eoContinue and a eoTransform.
|
||||
* @param _continuator stopping criteria
|
||||
* @param _eval evaluation function
|
||||
* @param _transform variation operator
|
||||
* @param _metric metric
|
||||
* @param _kappa scaling factor kappa
|
||||
*/
|
||||
moeoSEEA (eoContinue < MOEOT > & _continuator, eoEvalFunc < MOEOT > & _eval, eoTransform < MOEOT > & _transform, moeoArchive < MOEOT > & _archive) :
|
||||
defaultGenContinuator(0), continuator(_continuator), eval(_eval), defaultPopEval(_eval), popEval(defaultPopEval), select(randomSelect, _archive, 1.0), selectMany(select, 1.0), selectTransform(selectMany, _transform), defaultSGAGenOp(defaultQuadOp, 0.0, defaultMonOp, 0.0), genBreed(select, defaultSGAGenOp), breed(selectTransform), archive(_archive)
|
||||
{}
|
||||
|
||||
|
||||
/**
|
||||
* Ctor with a eoContinue, a eoPopEval and a eoTransform.
|
||||
* @param _continuator stopping criteria
|
||||
* @param _popEval population evaluation function
|
||||
* @param _transform variation operator
|
||||
* @param _metric metric
|
||||
* @param _kappa scaling factor kappa
|
||||
*/
|
||||
moeoSEEA (eoContinue < MOEOT > & _continuator, eoPopEvalFunc < MOEOT > & _popEval, eoTransform < MOEOT > & _transform, moeoArchive < MOEOT > & _archive) :
|
||||
defaultGenContinuator(0), continuator(_continuator), eval(defaultEval), defaultPopEval(eval), popEval(_popEval), select(randomSelect, _archive, 1.0), selectMany(select, 1.0), selectTransform(selectMany, _transform), defaultSGAGenOp(defaultQuadOp, 0.0, defaultMonOp, 0.0), genBreed(select, defaultSGAGenOp), breed(selectTransform), archive(_archive)
|
||||
{}
|
||||
|
||||
|
||||
/**
|
||||
* Apply a few generation of evolution to the population _pop until the stopping criteria is verified.
|
||||
* @param _pop the population
|
||||
*/
|
||||
virtual void operator () (eoPop < MOEOT > &_pop)
|
||||
{
|
||||
eoPop < MOEOT > empty_pop, offspring;
|
||||
popEval (empty_pop, _pop); // a first eval of _pop
|
||||
archive(_pop); // archive update
|
||||
while (continuator (_pop))
|
||||
{
|
||||
// generate offspring, worths are recalculated if necessary
|
||||
breed (_pop, offspring);
|
||||
popEval (_pop, offspring); // eval of offspring
|
||||
// after replace, the new pop is in _pop
|
||||
replace (_pop, offspring);
|
||||
archive (_pop); // archive update
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
protected:
|
||||
|
||||
/** a continuator based on the number of generations (used as default) */
|
||||
eoGenContinue < MOEOT > defaultGenContinuator;
|
||||
/** stopping criteria */
|
||||
eoContinue < MOEOT > & continuator;
|
||||
/** default eval */
|
||||
class DummyEval : public eoEvalFunc < MOEOT >
|
||||
{
|
||||
public:
|
||||
void operator()(MOEOT &) {}
|
||||
}
|
||||
defaultEval;
|
||||
/** evaluation function */
|
||||
eoEvalFunc < MOEOT > & eval;
|
||||
/** default popEval */
|
||||
eoPopLoopEval < MOEOT > defaultPopEval;
|
||||
/** evaluation function used to evaluate the whole population */
|
||||
eoPopEvalFunc < MOEOT > & popEval;
|
||||
/** default select */
|
||||
class DummySelect : public eoSelect < MOEOT >
|
||||
{
|
||||
public :
|
||||
void operator()(const eoPop<MOEOT>&, eoPop<MOEOT>&) {}
|
||||
}
|
||||
defaultSelect;
|
||||
/** random select */
|
||||
moeoRandomSelect < MOEOT > randomSelect;
|
||||
/** elitist selection */
|
||||
moeoSelectFromPopAndArch < MOEOT > select;
|
||||
/** default select many */
|
||||
eoSelectMany < MOEOT > selectMany;
|
||||
/** select transform */
|
||||
eoSelectTransform < MOEOT > selectTransform;
|
||||
/** a default crossover */
|
||||
eoQuadCloneOp < MOEOT > defaultQuadOp;
|
||||
/** a default mutation */
|
||||
eoMonCloneOp < MOEOT > defaultMonOp;
|
||||
/** an object for genetic operators (used as default) */
|
||||
eoSGAGenOp < MOEOT > defaultSGAGenOp;
|
||||
/** default transform */
|
||||
class DummyTransform : public eoTransform < MOEOT >
|
||||
{
|
||||
public :
|
||||
void operator()(eoPop<MOEOT>&) {}
|
||||
}
|
||||
defaultTransform;
|
||||
/** general breeder */
|
||||
eoGeneralBreeder < MOEOT > genBreed;
|
||||
/** breeder */
|
||||
eoBreed < MOEOT > & breed;
|
||||
/** generational replacement */
|
||||
moeoGenerationalReplacement < MOEOT > replace;
|
||||
/**archive*/
|
||||
moeoArchive < MOEOT >& archive;
|
||||
|
||||
};
|
||||
|
||||
#endif /*MOEOSEEA_H_*/
|
||||
124
trunk/paradiseo-moeo/test/t-moeoSEEA.cpp
Normal file
124
trunk/paradiseo-moeo/test/t-moeoSEEA.cpp
Normal file
|
|
@ -0,0 +1,124 @@
|
|||
/*
|
||||
* <t-moeoSEEA.cpp>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Lille-Nord Europe, 2006-2008
|
||||
* (C) OPAC Team, LIFL, 2002-2008
|
||||
*
|
||||
* 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
|
||||
*
|
||||
*/
|
||||
//-----------------------------------------------------------------------------
|
||||
// t-moeoSEEA.cpp
|
||||
//-----------------------------------------------------------------------------
|
||||
|
||||
#include <eo>
|
||||
#include <es/eoRealInitBounded.h>
|
||||
#include <es/eoRealOp.h>
|
||||
#include <moeo>
|
||||
|
||||
//-----------------------------------------------------------------------------
|
||||
|
||||
class ObjectiveVectorTraits : public moeoObjectiveVectorTraits
|
||||
{
|
||||
public:
|
||||
static bool minimizing (int i)
|
||||
{
|
||||
return true;
|
||||
}
|
||||
static bool maximizing (int i)
|
||||
{
|
||||
return false;
|
||||
}
|
||||
static unsigned int nObjectives ()
|
||||
{
|
||||
return 2;
|
||||
}
|
||||
};
|
||||
|
||||
typedef moeoRealObjectiveVector < ObjectiveVectorTraits > ObjectiveVector;
|
||||
|
||||
class Solution : public moeoRealVector < ObjectiveVector, double, double >
|
||||
{
|
||||
public:
|
||||
Solution() : moeoRealVector < ObjectiveVector, double, double > (2) {}
|
||||
};
|
||||
|
||||
class TestEval : public moeoEvalFunc < Solution >
|
||||
{
|
||||
public:
|
||||
void operator () (Solution & _sol)
|
||||
{
|
||||
ObjectiveVector objVec;
|
||||
objVec[0] = _sol[0];
|
||||
objVec[1] = _sol[1];
|
||||
_sol.objectiveVector(objVec);
|
||||
}
|
||||
};
|
||||
|
||||
|
||||
//-----------------------------------------------------------------------------
|
||||
|
||||
int main()
|
||||
{
|
||||
std::cout << "[moeoSEEA]" << std::endl;
|
||||
|
||||
TestEval eval;
|
||||
eoQuadCloneOp < Solution > xover;
|
||||
eoUniformMutation < Solution > mutation(0.05);
|
||||
|
||||
eoRealVectorBounds bounds(2, 1.0, 2.0);
|
||||
eoRealInitBounded < Solution > init(bounds);
|
||||
eoPop < Solution > pop(20, init);
|
||||
eoQuadGenOp <Solution> genOp(xover);
|
||||
eoSGATransform < Solution > transform(xover, 0.1, mutation, 0.1);
|
||||
eoGenContinue <Solution > continuator(20);
|
||||
moeoUnboundedArchive < Solution > archive;
|
||||
|
||||
eoPopLoopEval <Solution> loopEval(eval);
|
||||
eoPopEvalFunc <Solution>& popEval(loopEval);
|
||||
|
||||
// build SEEA
|
||||
moeoSEEA < Solution > algo1(20, eval, xover, 1.0, mutation, 1.0, archive);
|
||||
moeoSEEA < Solution > algo2(continuator, eval, genOp, archive);
|
||||
moeoSEEA < Solution > algo3(continuator, popEval, genOp, archive);
|
||||
moeoSEEA < Solution > algo4(continuator, eval, transform, archive);
|
||||
moeoSEEA < Solution > algo5(continuator, popEval, transform, archive);
|
||||
|
||||
// run the algo
|
||||
algo5(pop);
|
||||
|
||||
// final archive
|
||||
std::cout << "Final archive" << std::endl;
|
||||
std::cout << archive << std::endl;
|
||||
|
||||
std::cout << "[moeoSEEA] OK" << std::endl;
|
||||
return EXIT_SUCCESS;
|
||||
}
|
||||
|
||||
//-----------------------------------------------------------------------------
|
||||
Loading…
Add table
Add a link
Reference in a new issue