New fitness assignments extended moeoParetoBasedFitnessAssignment.
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/*
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* <moeoDominanceCountFitnessAssignment.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Lille-Nord Europe, 2006-2008
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||||||
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* (C) OPAC Team, LIFL, 2002-2008
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||||||
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*
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||||||
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* Arnaud Liefooghe
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||||||
|
* Jeremie Humeau
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||||||
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*
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||||||
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* 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".
|
||||||
|
*
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||||||
|
* 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
|
||||||
|
*
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||||||
|
*/
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//-----------------------------------------------------------------------------
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// moeoDominanceCountFitnessAssignment.h
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//-----------------------------------------------------------------------------
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#ifndef MOEODOMINANCECOUNTFITNESSASSIGNMENT_H_
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#define MOEODOMINANCECOUNTFITNESSASSIGNMENT_H_
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#include <vector>
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#include <eoPop.h>
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#include <archive/moeoArchive.h>
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#include <archive/moeoUnboundedArchive.h>
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#include <comparator/moeoObjectiveVectorComparator.h>
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#include <comparator/moeoParetoObjectiveVectorComparator.h>
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#include <fitness/moeoParetoBasedFitnessAssignment.h>
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#include <utils/moeoDominanceMatrix.h>
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/**
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* moeoDominanceCountFitnessAssignment is a fitness assignment which count for each moeot the others moeot it dominates.
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*/
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template < class MOEOT >
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class moeoDominanceCountFitnessAssignment : public moeoParetoBasedFitnessAssignment < MOEOT >
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{
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public:
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/** the objective vector type of the solutions */
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typedef typename MOEOT::ObjectiveVector ObjectiveVector;
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/**
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* Default ctor
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* @param _nocopy boolean to move away copies
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*/
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moeoDominanceCountFitnessAssignment(bool _nocopy=true) : comparator(paretoComparator), archive(defaultArchive), matrix(_nocopy)
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{}
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/**
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* Ctor where you can choose your own archive
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* @param _archive the archive used
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* @param _nocopy boolean to move away copies
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*/
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moeoDominanceCountFitnessAssignment(moeoArchive < MOEOT > & _archive, bool _nocopy=true) : comparator(paretoComparator), archive(_archive), matrix(_nocopy)
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{}
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/**
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* Ctor where you can choose your own way to compare objective vectors
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* @param _comparator the functor used to compare objective vectors
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* @param _nocopy boolean to move away copies
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*/
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moeoDominanceCountFitnessAssignment(moeoObjectiveVectorComparator < ObjectiveVector > & _comparator, bool _nocopy=true) : comparator(_comparator), archive(defaultArchive), matrix(_comparator, _nocopy)
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{}
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/**
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* Ctor where you can choose your own archive and your own way to compare objective vectors
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* @param _comparator the functor used to compare objective vectors
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* @param _archive the archive used
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* @param _nocopy boolean to move away copies
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*/
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moeoDominanceCountFitnessAssignment(moeoObjectiveVectorComparator < ObjectiveVector > & _comparator, moeoArchive < MOEOT > & _archive, bool _nocopy=true) : comparator(_comparator), archive(_archive), matrix(_comparator, _nocopy)
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{}
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/**
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* Sets the fitness values for every solution contained in the population _pop and in archive
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* @param _pop the population
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*/
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void operator()(eoPop < MOEOT > & _pop) {
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unsigned int j= _pop.size();
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unsigned int i= archive.size();
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matrix(archive,_pop);
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for (unsigned int k=0; k<i+j; k++)
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{
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if (k<i)
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archive[k].fitness(matrix.count(k));
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else
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_pop[k-i].fitness(matrix.count(k));
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}
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}
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void updateByDeleting(eoPop < MOEOT > & _pop, ObjectiveVector & _objVec)
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{
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//not yet implemented
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}
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private:
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/** Functor to compare two objective vectors */
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moeoObjectiveVectorComparator < ObjectiveVector > & comparator;
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/** Functor to compare two objective vectors according to Pareto dominance relation */
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moeoParetoObjectiveVectorComparator < ObjectiveVector > paretoComparator;
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/** Archive */
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moeoArchive < MOEOT > & archive;
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/** Default archive */
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moeoUnboundedArchive < MOEOT > defaultArchive;
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/** Dominance Matrix */
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moeoDominanceMatrix < MOEOT > matrix;
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};
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#endif /*MOEODOMINANCECOUNTFITNESSASSIGNMENT_H_*/
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@ -0,0 +1,159 @@
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/*
|
||||||
|
* <moeoDominanceCountRankingFitnessAssignment.h>
|
||||||
|
* Copyright (C) DOLPHIN Project-Team, INRIA Lille-Nord Europe, 2006-2008
|
||||||
|
* (C) OPAC Team, LIFL, 2002-2008
|
||||||
|
*
|
||||||
|
* Arnaud Liefooghe
|
||||||
|
* Jeremie Humeau
|
||||||
|
*
|
||||||
|
* 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
|
||||||
|
*
|
||||||
|
*/
|
||||||
|
//-----------------------------------------------------------------------------
|
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|
// moeoDominanceCountRankingFitnessAssignment.h
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//-----------------------------------------------------------------------------
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#ifndef MOEODOMINANCECOUNTRANKINGFITNESSASSIGNMENT_H_
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#define MOEODOMINANCECOUNTRANKINGFITNESSASSIGNMENT_H_
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#include <vector>
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#include <eoPop.h>
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#include <archive/moeoArchive.h>
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#include <archive/moeoUnboundedArchive.h>
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#include <comparator/moeoObjectiveVectorComparator.h>
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#include <comparator/moeoParetoObjectiveVectorComparator.h>
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#include <fitness/moeoParetoBasedFitnessAssignment.h>
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#include <utils/moeoDominanceMatrix.h>
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/**
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* moeoDominanceCountRankingFitnessAssignment is a rank fitness assignment with value determine by a count fitness assignment.
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*/
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template < class MOEOT >
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class moeoDominanceCountRankingFitnessAssignment : public moeoParetoBasedFitnessAssignment < MOEOT >
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{
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public:
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|
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/** the objective vector type of the solutions */
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|
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
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|
|
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/**
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* Default ctor
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|
* @param _nocopy boolean to move away copies
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|
*/
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moeoDominanceCountRankingFitnessAssignment(bool _nocopy=true) : comparator(paretoComparator), archive(defaultArchive), matrix(_nocopy)
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{}
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/**
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|
* Ctor where you can choose your own archive
|
||||||
|
* @param _archive the archive used
|
||||||
|
* @param _nocopy boolean to move away copies
|
||||||
|
*/
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moeoDominanceCountRankingFitnessAssignment(moeoArchive < MOEOT > & _archive, bool _nocopy=true) : comparator(paretoComparator), archive(_archive), matrix(_nocopy)
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{}
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/**
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* Ctor where you can choose your own way to compare objective vectors
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||||||
|
* @param _comparator the functor used to compare objective vectors
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||||||
|
* @param _nocopy boolean to move away copies
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*/
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moeoDominanceCountRankingFitnessAssignment(moeoObjectiveVectorComparator < ObjectiveVector > & _comparator, bool _nocopy=true) : comparator(_comparator), archive(defaultArchive), matrix(_comparator, _nocopy)
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{}
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|
|
||||||
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/**
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|
* Ctor where you can choose your own archive and your own way to compare objective vectors
|
||||||
|
* @param _comparator the functor used to compare objective vectors
|
||||||
|
* @param _archive the archive used
|
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* @param _nocopy boolean to move away copies
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*/
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moeoDominanceCountRankingFitnessAssignment(moeoObjectiveVectorComparator < ObjectiveVector > & _comparator, moeoArchive < MOEOT > & _archive, bool _nocopy=true) : comparator(_comparator), archive(_archive), matrix(_comparator, _nocopy)
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{}
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/**
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* Sets the fitness values for every solution contained in the population _pop and in archive
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* @param _pop the population
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*/
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void operator()(eoPop < MOEOT > & _pop)
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{
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/*std::cout <<"\n\n";
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for(unsigned k=0;k<_pop.size();k++){
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std::cout << "pop " << k << " :\n";
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for(unsigned l=0 ; l<2 ; l++)
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std::cout << "\tobjVec " << l << " : " << _pop[k].objectiveVector()[l] << "\n";
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}
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for(unsigned k=0;k<archive.size();k++){
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std::cout << "archive " << k << " :\n";
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for(unsigned l=0 ; l<2 ; l++)
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std::cout << "\tobjVec " << l << " : " << archive[k].objectiveVector()[l] << "\n";
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}*/
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unsigned int i= _pop.size();
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unsigned int j= archive.size();
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matrix(archive,_pop);
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for (unsigned int k=0; k<i+j; k++) {
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if (k<j)
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archive[k].fitness(countRanking(k));
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else
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_pop[k-j].fitness(countRanking(k));
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}
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}
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void updateByDeleting(eoPop < MOEOT > & _pop, ObjectiveVector & _objVec)
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{
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//not yet implemented
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|
}
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|
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|
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private:
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/** Functor to compare two objective vectors */
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|
moeoObjectiveVectorComparator < ObjectiveVector > & comparator;
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/** Functor to compare two objective vectors according to Pareto dominance relation */
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moeoParetoObjectiveVectorComparator < ObjectiveVector > paretoComparator;
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/** Archive */
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moeoArchive < MOEOT > & archive;
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/** Default archive */
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moeoUnboundedArchive < MOEOT > defaultArchive;
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/** Dominance Matrix*/
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moeoDominanceMatrix <MOEOT> matrix;
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double countRanking(unsigned int _i) {
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double res=0;
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for (unsigned int k=0; k<matrix.size(); k++) {
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if (matrix[k][_i])
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res+=matrix.count(k);
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}
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return -res;
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}
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};
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#endif /*MOEODOMINANCECOUNTRANKINGFITNESSASSIGNMENT_H_*/
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@ -0,0 +1,137 @@
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|
/*
|
||||||
|
* <moeoDominanceRankFitnessAssignment.cpp>
|
||||||
|
* Copyright (C) DOLPHIN Project-Team, INRIA Lille-Nord Europe, 2006-2008
|
||||||
|
* (C) OPAC Team, LIFL, 2002-2008
|
||||||
|
*
|
||||||
|
* Arnaud Liefooghe
|
||||||
|
* Jeremie Humeau
|
||||||
|
*
|
||||||
|
* 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
|
||||||
|
*
|
||||||
|
*/
|
||||||
|
//-----------------------------------------------------------------------------
|
||||||
|
// moeoDominanceRankFitnessAssignment.cpp
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|
//-----------------------------------------------------------------------------
|
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|
#ifndef MOEODOMINANCERANKFITNESSASSIGNEMENT_H_
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#define MOEODOMINANCERANKFITNESSASSIGNEMENT_H_
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|
|
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#include <vector>
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#include <eoPop.h>
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#include <archive/moeoArchive.h>
|
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#include <comparator/moeoObjectiveVectorComparator.h>
|
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#include <comparator/moeoParetoObjectiveVectorComparator.h>
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#include <fitness/moeoParetoBasedFitnessAssignment.h>
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#include <utils/moeoDominancematrix.h>
|
||||||
|
|
||||||
|
/**
|
||||||
|
* moeoDominanceRankFitnessAssignment is a fitness assignment which count for each moeot how many others dominates it.
|
||||||
|
*/
|
||||||
|
template < class MOEOT >
|
||||||
|
class moeoDominanceRankFitnessAssignment : public moeoParetoBasedFitnessAssignment < MOEOT >
|
||||||
|
{
|
||||||
|
public:
|
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|
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/** the objective vector type of the solutions */
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typedef typename MOEOT::ObjectiveVector ObjectiveVector;
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/**
|
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* Default ctor
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* @param _start a start value used to determine the fitness (default _start = 1.0)
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* @param _nocopy boolean to move away copies
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|
*/
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moeoDominanceRankFitnessAssignment(double _start=1.0, bool _nocopy=true) : comparator(paretoComparator), archive(defaultArchive), start(_start), matrix(_nocopy)
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||||||
|
{}
|
||||||
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/**
|
||||||
|
* Ctor where you can choose your own archive
|
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* @param _archive the archive used
|
||||||
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* @param _start a start value used to determine the fitness (default _start = 1.0)
|
||||||
|
* @param _nocopy boolean to move away copies
|
||||||
|
*/
|
||||||
|
moeoDominanceRankFitnessAssignment(moeoArchive < MOEOT > & _archive, double _start=1.0, bool _nocopy=true) : comparator(paretoComparator), archive(_archive), start(_start), matrix(_nocopy)
|
||||||
|
{}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Ctor where you can choose your own way to compare objective vectors
|
||||||
|
* @param _comparator the functor used to compare objective vectors
|
||||||
|
* @param _start a start value used to determine the fitness (default _start = 1.0)
|
||||||
|
* @param _nocopy boolean to move away copies
|
||||||
|
*/
|
||||||
|
moeoDominanceRankFitnessAssignment(moeoObjectiveVectorComparator < ObjectiveVector > & _comparator, double _start=1.0, bool _nocopy=true) : comparator(_comparator), archive(defaultArchive), start(_start), matrix(_comparator, _nocopy)
|
||||||
|
{}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Ctor where you can choose your own archive and your own way to compare objective vectors
|
||||||
|
* @param _comparator the functor used to compare objective vectors
|
||||||
|
* @param _archive the archive used
|
||||||
|
* @param _start a start value used to determine the fitness (default _start = 1.0)
|
||||||
|
* @param _nocopy boolean to move away copies
|
||||||
|
*/
|
||||||
|
moeoDominanceRankFitnessAssignment(moeoObjectiveVectorComparator < ObjectiveVector > & _comparator, moeoArchive < MOEOT > & _archive, double _start=1.0, bool _nocopy=true) : comparator(_comparator), archive(_archive), start(_start), matrix(_comparator, _nocopy)
|
||||||
|
{}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Sets the fitness values for every solution contained in the population _pop and in archive
|
||||||
|
* @param _pop the population
|
||||||
|
*/
|
||||||
|
void operator()(eoPop < MOEOT > & _pop)
|
||||||
|
{
|
||||||
|
unsigned int i= archive.size();
|
||||||
|
unsigned int j= _pop.size();
|
||||||
|
matrix(archive, _pop);
|
||||||
|
for (unsigned int k=0; k<i+j; k++)
|
||||||
|
{
|
||||||
|
if (k<i)
|
||||||
|
archive[k].fitness(-(matrix.rank(k)+start));
|
||||||
|
else
|
||||||
|
_pop[k-i].fitness(-(matrix.rank(k)+start));
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
void updateByDeleting(eoPop < MOEOT > & _pop, ObjectiveVector & _objVec)
|
||||||
|
{
|
||||||
|
//not yet implemented
|
||||||
|
}
|
||||||
|
|
||||||
|
private:
|
||||||
|
/** Functor to compare two objective vectors */
|
||||||
|
moeoObjectiveVectorComparator < ObjectiveVector > & comparator;
|
||||||
|
/** Functor to compare two objective vectors according to Pareto dominance relation */
|
||||||
|
moeoParetoObjectiveVectorComparator < ObjectiveVector > paretoComparator;
|
||||||
|
/** Archive*/
|
||||||
|
moeoArchive < MOEOT > & archive;
|
||||||
|
/** Default archive*/
|
||||||
|
moeoUnboundedArchive < MOEOT > defaultArchive;
|
||||||
|
/** start value*/
|
||||||
|
double start;
|
||||||
|
/** Dominance Matrix*/
|
||||||
|
moeoDominanceMatrix < MOEOT > matrix;
|
||||||
|
|
||||||
|
};
|
||||||
|
|
||||||
|
#endif /*MOEODOMINANCERANKFITNESSASSIGNMENT_H_*/
|
||||||
Loading…
Add table
Add a link
Reference in a new issue