add replacement
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// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
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//-----------------------------------------------------------------------------
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// moeoElitistReplacement.h
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// (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007
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/*
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This library...
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Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr
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*/
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//-----------------------------------------------------------------------------
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#ifndef MOEOELITISTREPLACEMENT_H_
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#define MOEOELITISTREPLACEMENT_H_
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#include <comparator/moeoComparator.h>
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#include <comparator/moeoFitnessThenDiversityComparator.h>
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#include <diversity/moeoDiversityAssignment.h>
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#include <diversity/moeoDummyDiversityAssignment.h>
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#include <fitness/moeoFitnessAssignment.h>
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#include <replacement/moeoReplacement.h>
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/**
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* Elitist replacement strategy that consists in keeping the N best individuals.
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*/
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template < class MOEOT > class moeoElitistReplacement:public moeoReplacement < MOEOT >
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{
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public:
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/**
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* Full constructor.
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* @param _fitnessAssignment the fitness assignment strategy
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* @param _diversityAssignment the diversity assignment strategy
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* @param _comparator the comparator (used to compare 2 individuals)
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*/
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moeoElitistReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment, moeoDiversityAssignment < MOEOT > & _diversityAssignment, moeoComparator < MOEOT > & _comparator) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (_diversityAssignment), comparator (_comparator)
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{}
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/**
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* Constructor without comparator. A moeoFitThenDivComparator is used as default.
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* @param _fitnessAssignment the fitness assignment strategy
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* @param _diversityAssignment the diversity assignment strategy
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*/
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moeoElitistReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment, moeoDiversityAssignment < MOEOT > & _diversityAssignment) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (_diversityAssignment), comparator (defaultComparator)
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{}
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/**
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* Constructor without moeoDiversityAssignement. A dummy diversity is used as default.
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* @param _fitnessAssignment the fitness assignment strategy
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* @param _comparator the comparator (used to compare 2 individuals)
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*/
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moeoElitistReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment, moeoComparator < MOEOT > & _comparator) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (defaultDiversity), comparator (_comparator)
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{}
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/**
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* Constructor without moeoDiversityAssignement nor moeoComparator.
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* A moeoFitThenDivComparator and a dummy diversity are used as default.
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* @param _fitnessAssignment the fitness assignment strategy
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*/
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moeoElitistReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (defaultDiversity), comparator (defaultComparator)
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{}
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/**
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* Replaces the first population by adding the individuals of the second one, sorting with a moeoComparator and resizing the whole population obtained.
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* @param _parents the population composed of the parents (the population you want to replace)
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* @param _offspring the offspring population
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*/
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void operator () (eoPop < MOEOT > &_parents, eoPop < MOEOT > &_offspring)
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{
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unsigned int sz = _parents.size ();
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// merges offspring and parents into a global population
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_parents.reserve (_parents.size () + _offspring.size ());
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std::copy (_offspring.begin (), _offspring.end (), back_inserter (_parents));
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// evaluates the fitness and the diversity of this global population
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fitnessAssignment (_parents);
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diversityAssignment (_parents);
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// sorts the whole population according to the comparator
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std::sort(_parents.begin(), _parents.end(), comparator);
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// finally, resize this global population
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_parents.resize (sz);
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// and clear the offspring population
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_offspring.clear ();
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}
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protected:
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/** the fitness assignment strategy */
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moeoFitnessAssignment < MOEOT > & fitnessAssignment;
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/** the diversity assignment strategy */
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moeoDiversityAssignment < MOEOT > & diversityAssignment;
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/** a dummy diversity assignment can be used as default */
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moeoDummyDiversityAssignment < MOEOT > defaultDiversity;
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/** a fitness then diversity comparator can be used as default */
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moeoFitnessThenDiversityComparator < MOEOT > defaultComparator;
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/** this object is used to compare solutions in order to sort the population */
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class Cmp
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{
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public:
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/**
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* Ctor.
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* @param _comp the comparator
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*/
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Cmp(moeoComparator < MOEOT > & _comp) : comp(_comp)
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{}
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/**
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* Returns true if _moeo1 is greater than _moeo2 according to the comparator
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* _moeo1 the first individual
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* _moeo2 the first individual
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*/
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bool operator()(const MOEOT & _moeo1, const MOEOT & _moeo2)
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{
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return comp(_moeo2,_moeo1);
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}
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private:
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/** the comparator */
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moeoComparator < MOEOT > & comp;
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} comparator;
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};
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#endif /*MOEOELITISTREPLACEMENT_H_ */
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146
branches/paradiseo-moeo-1.0/src/replacement/moeoEnvironmentalReplacement.h
Executable file
146
branches/paradiseo-moeo-1.0/src/replacement/moeoEnvironmentalReplacement.h
Executable file
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@ -0,0 +1,146 @@
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// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
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//-----------------------------------------------------------------------------
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// moeoEnvironmentalReplacement.h
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// (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007
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/*
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This library...
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Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr
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*/
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//-----------------------------------------------------------------------------
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#ifndef MOEOENVIRONMENTALREPLACEMENT_H_
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#define MOEOENVIRONMENTALREPLACEMENT_H_
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#include <comparator/moeoComparator.h>
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#include <comparator/moeoFitnessThenDiversityComparator.h>
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#include <diversity/moeoDiversityAssignment.h>
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#include <fitness/moeoFitnessAssignment.h>
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#include <replacement/moeoReplacement.h>
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/**
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* Environmental replacement strategy that consists in keeping the N best individuals by deleting individuals 1 by 1
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* and by updating the fitness and diversity values after each deletion.
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*/
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template < class MOEOT > class moeoEnvironmentalReplacement:public moeoReplacement < MOEOT >
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{
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public:
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/** The type for objective vector */
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typedef typename MOEOT::ObjectiveVector ObjectiveVector;
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/**
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* Full constructor.
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* @param _fitnessAssignment the fitness assignment strategy
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* @param _diversityAssignment the diversity assignment strategy
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* @param _comparator the comparator (used to compare 2 individuals)
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*/
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moeoEnvironmentalReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment, moeoDiversityAssignment < MOEOT > & _diversityAssignment, moeoComparator < MOEOT > & _comparator) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (_diversityAssignment), comparator (_comparator)
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{}
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/**
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* Constructor without comparator. A moeoFitThenDivComparator is used as default.
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* @param _fitnessAssignment the fitness assignment strategy
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* @param _diversityAssignment the diversity assignment strategy
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*/
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moeoEnvironmentalReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment, moeoDiversityAssignment < MOEOT > & _diversityAssignment) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (_diversityAssignment), comparator (defaultComparator)
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{}
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/**
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* Constructor without moeoDiversityAssignement. A dummy diversity is used as default.
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* @param _fitnessAssignment the fitness assignment strategy
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* @param _comparator the comparator (used to compare 2 individuals)
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*/
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moeoEnvironmentalReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment, moeoComparator < MOEOT > & _comparator) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (defaultDiversity), comparator (_comparator)
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{}
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/**
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* Constructor without moeoDiversityAssignement nor moeoComparator.
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* A moeoFitThenDivComparator and a dummy diversity are used as default.
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* @param _fitnessAssignment the fitness assignment strategy
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*/
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moeoEnvironmentalReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (defaultDiversity), comparator (defaultComparator)
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{}
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/**
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* Replaces the first population by adding the individuals of the second one, sorting with a moeoComparator and resizing the whole population obtained.
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* @param _parents the population composed of the parents (the population you want to replace)
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* @param _offspring the offspring population
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*/
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void operator () (eoPop < MOEOT > &_parents, eoPop < MOEOT > &_offspring)
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{
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unsigned int sz = _parents.size();
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// merges offspring and parents into a global population
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_parents.reserve (_parents.size() + _offspring.size());
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std::copy (_offspring.begin(), _offspring.end(), back_inserter(_parents));
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// evaluates the fitness and the diversity of this global population
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fitnessAssignment (_parents);
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diversityAssignment (_parents);
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// remove individuals 1 by 1 and update the fitness values
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unsigned int worstIdx;
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ObjectiveVector worstObjVec;
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while (_parents.size() > sz)
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{
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// the individual to delete
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worstIdx = std::min_element(_parents.begin(), _parents.end(), comparator) - _parents.begin();
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worstObjVec = _parents[worstIdx].objectiveVector();
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// remove the woorst individual
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_parents[worstIdx] = _parents.back();
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_parents.pop_back();
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// update of the fitness and diversity values
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fitnessAssignment.updateByDeleting(_parents, worstObjVec);
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diversityAssignment.updateByDeleting(_parents, worstObjVec);
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}
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// clear the offspring population
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_offspring.clear ();
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}
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protected:
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/** the fitness assignment strategy */
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moeoFitnessAssignment < MOEOT > & fitnessAssignment;
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/** the diversity assignment strategy */
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moeoDiversityAssignment < MOEOT > & diversityAssignment;
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/** a dummy diversity assignment can be used as default */
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moeoDummyDiversityAssignment < MOEOT > defaultDiversity;
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/** a fitness then diversity comparator can be used as default */
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moeoFitnessThenDiversityComparator < MOEOT > defaultComparator;
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/** this object is used to compare solutions in order to sort the population */
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class Cmp
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{
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public:
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/**
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* Ctor.
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* @param _comp the comparator
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*/
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Cmp(moeoComparator < MOEOT > & _comp) : comp(_comp)
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{}
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/**
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* Returns true if _moeo1 is greater than _moeo2 according to the comparator
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* _moeo1 the first individual
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* _moeo2 the first individual
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*/
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bool operator()(const MOEOT & _moeo1, const MOEOT & _moeo2)
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{
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return comp(_moeo1,_moeo2);
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}
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private:
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/** the comparator */
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moeoComparator < MOEOT > & comp;
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} comparator;
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};
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#endif /*MOEOENVIRONMENTALREPLACEMENT_H_ */
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@ -0,0 +1,155 @@
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// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
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//-----------------------------------------------------------------------------
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// moeoEnvironmentalReplacement.h
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// (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007
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/*
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This library...
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Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr
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*/
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//-----------------------------------------------------------------------------
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#ifndef MOEOENVIRONMENTALREPLACEMENT_H_
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#define MOEOENVIRONMENTALREPLACEMENT_H_
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#include <comparator/moeoComparator.h>
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#include <comparator/moeoFitnessThenDiversityComparator.h>
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#include <diversity/moeoDiversityAssignment.h>
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#include <fitness/moeoFitnessAssignment.h>
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#include <replacement/moeoReplacement.h>
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/**
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* Environmental replacement strategy that consists in keeping the N best individuals by deleting individuals 1 by 1
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* and by updating the fitness and diversity values after each deletion.
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*/
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template < class MOEOT > class moeoEnvironmentalReplacement:public moeoReplacement < MOEOT >
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{
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public:
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/** The type for objective vector */
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typedef typename MOEOT::ObjectiveVector ObjectiveVector;
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/**
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* Full constructor.
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* @param _evalFitness the fitness assignment strategy
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* @param _evalDiversity the diversity assignment strategy
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* @param _comparator the comparator (used to compare 2 individuals)
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*/
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moeoEnvironmentalReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment, moeoDiversityAssignment < MOEOT > & _diversityAssignment, moeoComparator < MOEOT > & _comparator) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (_diversityAssignment), comparator (_comparator)
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{}
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/**
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* Constructor without comparator. A moeoFitThenDivComparator is used as default.
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* @param _evalFitness the fitness assignment strategy
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* @param _evalDiversity the diversity assignment strategy
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*/
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moeoEnvironmentalReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment, moeoDiversityAssignment < MOEOT > & _diversityAssignment) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (_diversityAssignment), comparator (defaultComparator)
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{}
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/**
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* Constructor without moeoDiversityAssignement. A dummy diversity is used as default.
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* @param _evalFitness the fitness assignment strategy
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* @param _comparator the comparator (used to compare 2 individuals)
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*/
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moeoEnvironmentalReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment, moeoComparator < MOEOT > & _comparator) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (defaultDiversity), comparator (_comparator)
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{}
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/**
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* Constructor without moeoDiversityAssignement nor moeoComparator.
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* A moeoFitThenDivComparator and a dummy diversity are used as default.
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* @param _evalFitness the fitness assignment strategy
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*/
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moeoEnvironmentalReplacement (moeoFitnessAssignment < MOEOT > & _fitnessAssignment) :
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fitnessAssignment (_fitnessAssignment), diversityAssignment (defaultDiversity), comparator (defaultComparator)
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{}
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/**
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* Replaces the first population by adding the individuals of the second one, sorting with a moeoComparator and resizing the whole population obtained.
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* @param _parents the population composed of the parents (the population you want to replace)
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* @param _offspring the offspring population
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*/
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void operator () (eoPop < MOEOT > &_parents, eoPop < MOEOT > &_offspring)
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{
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unsigned int sz = _parents.size();
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// merges offspring and parents into a global population
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_parents.reserve (_parents.size() + _offspring.size());
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std::copy (_offspring.begin(), _offspring.end(), back_inserter(_parents));
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// evaluates the fitness and the diversity of this global population
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fitnessAssignment (_parents);
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diversityAssignment (_parents);
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// remove individuals 1 by 1 and update the fitness values
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unsigned int worstIdx;
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ObjectiveVector worstObjVec;
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///////////////////////////////////////////////
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// let's put the extreme solutions at the beginning of _parents !
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moeoOneObjectiveComparator<MOEOT> comp0(0);
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unsigned int a = std::max_element(_parents.begin(), _parents.end(), comp0) - _parents.begin();
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swap(_parents[0], _parents[a]);
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moeoOneObjectiveComparator<MOEOT> comp1(1);
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unsigned int b = std::max_element(_parents.begin() + 1, _parents.end(), comp1) - _parents.begin();
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swap(_parents[1], _parents[b]);
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///////////////////////////////////////////////
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while (_parents.size() > sz)
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{
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// the individual to delete
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worstIdx = std::min_element(_parents.begin()/* virer ! */ + 2 /* virer ! */, _parents.end(), comparator) - _parents.begin();
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worstObjVec = _parents[worstIdx].objectiveVector();
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// remove the woorst individual
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_parents[worstIdx] = _parents.back();
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_parents.pop_back();
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// update of the fitness and diversity values
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fitnessAssignment.updateByDeleting(_parents, worstObjVec);
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diversityAssignment.updateByDeleting(_parents, worstObjVec);
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}
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// clear the offspring population
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_offspring.clear ();
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}
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protected:
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/** the fitness assignment strategy */
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moeoFitnessAssignment < MOEOT > & fitnessAssignment;
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/** the diversity assignment strategy */
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moeoDiversityAssignment < MOEOT > & diversityAssignment;
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/** a dummy diversity assignment can be used as default */
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moeoDummyDiversityAssignment < MOEOT > defaultDiversity;
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/** a fitness then diversity comparator can be used as default */
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moeoFitnessThenDiversityComparator < MOEOT > defaultComparator;
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/** this object is used to compare solutions in order to sort the population */
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class Cmp
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{
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public:
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/**
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* Ctor.
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* @param _comparator the comparator
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*/
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Cmp(moeoComparator < MOEOT > & _comp) : comp(_comp)
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{}
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/**
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* Returns true if _moeo1 is greater than _moeo2 according to the comparator
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* _moeo1 the first individual
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* _moeo2 the first individual
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*/
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bool operator()(const MOEOT & _moeo1, const MOEOT & _moeo2)
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{
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return comp(_moeo1,_moeo2);
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}
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private:
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/** the comparator */
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moeoComparator < MOEOT > & comp;
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} comparator;
|
||||
|
||||
};
|
||||
|
||||
#endif /*MOEOENVIRONMENTALREPLACEMENT_H_ */
|
||||
|
|
@ -0,0 +1,39 @@
|
|||
// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
|
||||
|
||||
//-----------------------------------------------------------------------------
|
||||
// moeoGenerationalReplacement.h
|
||||
// (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007
|
||||
/*
|
||||
This library...
|
||||
|
||||
Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr
|
||||
*/
|
||||
//-----------------------------------------------------------------------------
|
||||
|
||||
#ifndef MOEOGENERATIONALREPLACEMENT_H_
|
||||
#define MOEOGENERATIONALREPLACEMENT_H_
|
||||
|
||||
#include <eoReplacement.h>
|
||||
#include <replacement/moeoReplacement.h>
|
||||
|
||||
/**
|
||||
* Generational replacement: only the new individuals are preserved.
|
||||
*/
|
||||
template < class MOEOT >
|
||||
class moeoGenerationalReplacement : public moeoReplacement < MOEOT >, public eoGenerationalReplacement < MOEOT >
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* Swaps _parents and _offspring
|
||||
* @param _parents the parents population
|
||||
* @param _offspring the offspring population
|
||||
*/
|
||||
void operator()(eoPop < MOEOT > & _parents, eoPop < MOEOT > & _offspring)
|
||||
{
|
||||
eoGenerationalReplacement < MOEOT >::operator ()(_parents, _offspring);
|
||||
}
|
||||
|
||||
};
|
||||
|
||||
#endif /*MOEOGENERATIONALREPLACEMENT_H_*/
|
||||
|
|
@ -0,0 +1,24 @@
|
|||
// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
|
||||
|
||||
//-----------------------------------------------------------------------------
|
||||
// moeoReplacement.h
|
||||
// (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007
|
||||
/*
|
||||
This library...
|
||||
|
||||
Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr
|
||||
*/
|
||||
//-----------------------------------------------------------------------------
|
||||
|
||||
#ifndef MOEOREPLACEMENT_H_
|
||||
#define MOEOREPLACEMENT_H_
|
||||
|
||||
#include <eoReplacement.h>
|
||||
|
||||
/**
|
||||
* Replacement strategy for multi-objective optimization.
|
||||
*/
|
||||
template < class MOEOT >
|
||||
class moeoReplacement : public eoReplacement < MOEOT > {};
|
||||
|
||||
#endif /*MOEOREPLACEMENT_H_*/
|
||||
Loading…
Add table
Add a link
Reference in a new issue