208 lines
8.7 KiB
C++
208 lines
8.7 KiB
C++
/*
|
|
* <moeoASEEA.h>
|
|
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
|
* (C) OPAC Team, LIFL, 2002-2007
|
|
*
|
|
* Arnaud Liefooghe
|
|
* Jérémie Humeau
|
|
* François Legillon
|
|
* Thibaut demaret
|
|
*
|
|
* This software is governed by the CeCILL license under French law and
|
|
* abiding by the rules of distribution of free software. You can use,
|
|
* modify and/ or redistribute the software under the terms of the CeCILL
|
|
* license as circulated by CEA, CNRS and INRIA at the following URL
|
|
* "http://www.cecill.info".
|
|
*
|
|
* As a counterpart to the access to the source code and rights to copy,
|
|
* modify and redistribute granted by the license, users are provided only
|
|
* with a limited warranty and the software's author, the holder of the
|
|
* economic rights, and the successive licensors have only limited liability.
|
|
*
|
|
* In this respect, the user's attention is drawn to the risks associated
|
|
* with loading, using, modifying and/or developing or reproducing the
|
|
* software by the user in light of its specific status of free software,
|
|
* that may mean that it is complicated to manipulate, and that also
|
|
* therefore means that it is reserved for developers and experienced
|
|
* professionals having in-depth computer knowledge. Users are therefore
|
|
* encouraged to load and test the software's suitability as regards their
|
|
* requirements in conditions enabling the security of their systems and/or
|
|
* data to be ensured and, more generally, to use and operate it in the
|
|
* same conditions as regards security.
|
|
* The fact that you are presently reading this means that you have had
|
|
* knowledge 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 MOEOASEEA_H_
|
|
#define MOEOASEEA_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 <selection/moeoRandomSelect.h>
|
|
#include <selection/moeoSelectFromPopAndArch.h>
|
|
#include <selection/moeoDetArchiveSelect.h>
|
|
|
|
/**
|
|
* ASEEA (Adaptive Simple Elitist Evolutionary Algorithm).
|
|
*/
|
|
template < class MOEOT >
|
|
class moeoASEEA : 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
|
|
* @param _max the max size for the pop
|
|
*/
|
|
moeoASEEA (unsigned int _maxGen, eoEvalFunc < MOEOT > & _eval, eoQuadOp < MOEOT > & _crossover, double _pCross, eoMonOp < MOEOT > & _mutation, double _pMut, moeoArchive < MOEOT > & _archive, unsigned int _max) :
|
|
defaultGenContinuator(_maxGen), continuator(defaultGenContinuator), eval(_eval), defaultPopEval(_eval), popEval(defaultPopEval), selectMany(_archive, _max), transform(_crossover, _pCross, _mutation, _pMut), selectTransform(selectMany, transform), breed (selectTransform), archive(_archive)
|
|
{}
|
|
|
|
|
|
/**
|
|
* Ctor with a eoContinue.
|
|
* @param _continuator stopping criteria
|
|
* @param _eval evaluation function
|
|
* @param _crossover crossover
|
|
* @param _pCross crossover probability
|
|
* @param _mutation mutation
|
|
* @param _pMut mutation probability
|
|
* @param _archive archive
|
|
* @param _max the max size for the pop
|
|
*/
|
|
moeoASEEA (eoContinue < MOEOT > & _continuator, eoEvalFunc < MOEOT > & _eval, eoQuadOp < MOEOT > & _crossover, double _pCross, eoMonOp < MOEOT > & _mutation, double _pMut, moeoArchive < MOEOT > & _archive, unsigned int _max) :
|
|
defaultGenContinuator(0), continuator(_continuator), eval(_eval), defaultPopEval(_eval), popEval(defaultPopEval), selectMany(_archive, _max), transform(_crossover, _pCross, _mutation, _pMut), selectTransform(selectMany, transform), breed(selectTransform), archive(_archive)
|
|
{}
|
|
|
|
|
|
/**
|
|
* Ctor with a eoContinue, a eoPopEval.
|
|
* @param _continuator stopping criteria
|
|
* @param _popEval population evaluation function
|
|
* @param _crossover crossover
|
|
* @param _pCross crossover probability
|
|
* @param _mutation mutation
|
|
* @param _pMut mutation probability
|
|
* @param _archive archive
|
|
* @param _max the max size for the pop
|
|
*/
|
|
moeoASEEA (eoContinue < MOEOT > & _continuator, eoPopEvalFunc < MOEOT > & _popEval, eoQuadOp < MOEOT > & _crossover, double _pCross, eoMonOp < MOEOT > & _mutation, double _pMut, moeoArchive < MOEOT > & _archive, unsigned int _max) :
|
|
defaultGenContinuator(0), continuator(_continuator), eval(defaultEval), defaultPopEval(eval), popEval(_popEval), selectMany(_archive, _max), transform(_crossover, _pCross, _mutation, _pMut), selectTransform(selectMany, transform), breed(selectTransform), archive(_archive)
|
|
{}
|
|
|
|
|
|
/**
|
|
* Ctor with a eoContinue and a eoTransform.
|
|
* @param _continuator stopping criteria
|
|
* @param _eval evaluation function
|
|
* @param _transform variation operator
|
|
* @param _archive archive
|
|
* @param _max the max size for the pop
|
|
*/
|
|
moeoASEEA (eoContinue < MOEOT > & _continuator, eoEvalFunc < MOEOT > & _eval, eoTransform < MOEOT > & _transform, moeoArchive < MOEOT > & _archive, unsigned int _max) :
|
|
defaultGenContinuator(0), continuator(_continuator), eval(_eval), defaultPopEval(_eval), popEval(defaultPopEval), selectMany(_archive, _max), transform(defaultQuadOp, 0.0, defaultMonOp, 0.0), selectTransform(selectMany, _transform), 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 _archive archive
|
|
* @param _max the max size for the pop
|
|
*/
|
|
moeoASEEA (eoContinue < MOEOT > & _continuator, eoPopEvalFunc < MOEOT > & _popEval, eoTransform < MOEOT > & _transform, moeoArchive < MOEOT > & _archive, unsigned int _max) :
|
|
defaultGenContinuator(0), continuator(_continuator), eval(defaultEval), defaultPopEval(eval), popEval(_popEval), selectMany(_archive, _max), transform(defaultQuadOp, 0.0, defaultMonOp, 0.0), selectTransform(selectMany, _transform), 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
|
|
breed (_pop, offspring);
|
|
popEval (_pop, offspring); // eval of offspring
|
|
// archive (_pop); // archive update
|
|
archive (offspring); // archive update
|
|
_pop.resize(0);
|
|
offspring.resize(0);
|
|
}
|
|
}
|
|
|
|
|
|
protected:
|
|
|
|
/** default eval */
|
|
class DummyEval : public eoEvalFunc < MOEOT >{
|
|
public:
|
|
void operator()(MOEOT &) {}
|
|
}defaultEval;
|
|
|
|
/** default transform */
|
|
class DummyTransform : public eoTransform < MOEOT >{
|
|
public :
|
|
void operator()(eoPop<MOEOT>&) {}
|
|
}defaultTransform;
|
|
|
|
/** a continuator based on the number of generations (used as default) */
|
|
eoGenContinue < MOEOT > defaultGenContinuator;
|
|
/** stopping criteria */
|
|
eoContinue < MOEOT > & continuator;
|
|
/** evaluation function */
|
|
eoEvalFunc < MOEOT > & eval;
|
|
/** default popEval */
|
|
eoPopLoopEval < MOEOT > defaultPopEval;
|
|
/** evaluation function used to evaluate the whole population */
|
|
eoPopEvalFunc < MOEOT > & popEval;
|
|
/** default select many */
|
|
moeoDetArchiveSelect < MOEOT > selectMany; // A REMPLACER !!!!!!!!!!! => add/moeoDetArchiveSelect.h
|
|
/** eoTransform */
|
|
eoSGATransform < MOEOT > transform;
|
|
/** 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;
|
|
/** an object for genetic operators (used as default) */
|
|
//eoSGAGenOp < MOEOT >& genOp;
|
|
/** breeder */
|
|
eoBreed < MOEOT > & breed;
|
|
/**archive */
|
|
moeoArchive < MOEOT > & archive;
|
|
|
|
};
|
|
|
|
#endif /*MOEOASEEA_H_*/
|