// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- //----------------------------------------------------------------------------- // moeoElitistReplacement.h // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007 /* This library... Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr */ //----------------------------------------------------------------------------- #ifndef MOEOELITISTREPLACEMENT_H_ #define MOEOELITISTREPLACEMENT_H_ //----------------------------------------------------------------------------- #include #include #include #include //----------------------------------------------------------------------------- /** * Elitist replacement strategy for multi-objective optimization. */ template < class MOEOT > class moeoElitistReplacement:public moeoReplacement < MOEOT > { public: /** Full constructor */ moeoElitistReplacement (moeoFitnessAssignment < MOEOT > &_evalFitness, moeoDiversityAssignment < MOEOT > &_evalDiversity, moeoComparator < MOEOT > _comparator):evalFitness (_evalFitness), evalDiversity (_evalDiversity), comparator (_comparator) { } /** constructor without comparator */ moeoElitistReplacement (moeoFitnessAssignment < MOEOT > &_evalFitness, moeoDiversityAssignment < MOEOT > &_evalDiversity) :evalFitness (_evalFitness), evalDiversity (_evalDiversity) { // a moeoFitThenDivComparator is used as default moeoFitnessThenDiversityComparator < MOEOT > &fitThenDivComparator; comparator = fitThenDivComparator; } /** Constructor without moeoDiversityAssignement */ moeoElitistReplacement (moeoFitnessAssignment < MOEOT > &_evalFitness, moeoComparator < MOEOT > _comparator):evalFitness (_evalFitness), comparator (_comparator) { // a dummy diversity is used as default moeoDummyDiversityAssignment < MOEOT > &dummyDiversityAssignment; evalDiversity = dummyDiversityAssignment; } /** Constructor without moeoDiversityAssignement nor moeoComparator */ moeoElitistReplacement (moeoFitnessAssignment < MOEOT > &_evalFitness):evalFitness (_evalFitness) { // a dummy diversity is used as default moeoDummyDiversityAssignment < MOEOT > &dummyDiversityAssignment; evalDiversity = dummyDiversityAssignment; // a moeoFitThenDivComparator is used as default moeoFitnessThenDiversityComparator < MOEOT > &fitThenDivComparator; comparator = fitThenDivComparator; } /** * Replace the first population by adding the individuals of the second one, sorting with a moeoComparator and resizing the whole population obtained. * @param _parents the population composed of the parents (the population you want to replace) * @param _offspring */ void operator () (eoPop < MOEOT > &_parents, eoPop < MOEOT > &_offspring) { unsigned sz = _parents.size (); // merge offspring and parents into a global population ... _parents.reserve (_parents.size () + _offspring.size ()); copy (_offspring.begin (), _offspring.end (), back_inserter (_parents)); // evaluate the fitness and the diversity of this global population evalFitness (_parents); evalDiversity (_parents); // ... that we sort according to the comparator std::sort (_parents.begin (), _parents.end (), comparator); // finally, resize this global population _parents.resize (sz); _offspring.clear (); } protected: moeoFitnessAssignment < MOEOT > &evalFitness; moeoDiversityAssignment < MOEOT > &evalDiversity; moeoComparator < MOEOT > &comparator; }; #endif /*MOEOELITISTREPLACEMENT_H_ */