New style for MOEO
git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@788 331e1502-861f-0410-8da2-ba01fb791d7f
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103 changed files with 2607 additions and 2521 deletions
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@ -1,4 +1,4 @@
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/*
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/*
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* <moeoAggregativeComparator.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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@ -45,8 +45,8 @@
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*/
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template < class MOEOT >
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class moeoAggregativeComparator : public moeoComparator < MOEOT >
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{
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public:
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{
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public:
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/**
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* Ctor.
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@ -64,17 +64,17 @@ public:
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*/
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const bool operator()(const MOEOT & _moeo1, const MOEOT & _moeo2)
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{
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return ( weightFitness * _moeo1.fitness() + weightDiversity * _moeo1.diversity() ) < ( weightFitness * _moeo2.fitness() + weightDiversity * _moeo2.diversity() );
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return ( weightFitness * _moeo1.fitness() + weightDiversity * _moeo1.diversity() ) < ( weightFitness * _moeo2.fitness() + weightDiversity * _moeo2.diversity() );
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}
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private:
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private:
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/** the weight for fitness */
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double weightFitness;
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/** the weight for diversity */
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double weightDiversity;
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};
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};
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#endif /*MOEOAGGREGATIVECOMPARATOR_H_*/
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@ -1,4 +1,4 @@
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/*
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/*
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* <moeoComparator.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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@ -44,6 +44,7 @@
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* Functor allowing to compare two solutions.
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*/
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template < class MOEOT >
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class moeoComparator : public eoBF < const MOEOT &, const MOEOT &, const bool > {};
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class moeoComparator : public eoBF < const MOEOT &, const MOEOT &, const bool >
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{};
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#endif /*MOEOCOMPARATOR_H_*/
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@ -1,4 +1,4 @@
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/*
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/*
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* <moeoDiversityThenFitnessComparator.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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@ -45,8 +45,8 @@
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*/
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template < class MOEOT >
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class moeoDiversityThenFitnessComparator : public moeoComparator < MOEOT >
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{
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public:
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{
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public:
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/**
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* Returns true if _moeo1 < _moeo2 according to their diversity values, then according to their fitness values
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@ -55,16 +55,16 @@ public:
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*/
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const bool operator()(const MOEOT & _moeo1, const MOEOT & _moeo2)
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{
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if (_moeo1.diversity() == _moeo2.diversity())
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if (_moeo1.diversity() == _moeo2.diversity())
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{
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return _moeo1.fitness() < _moeo2.fitness();
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return _moeo1.fitness() < _moeo2.fitness();
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}
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else
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else
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{
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return _moeo1.diversity() < _moeo2.diversity();
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return _moeo1.diversity() < _moeo2.diversity();
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}
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}
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};
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};
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#endif /*MOEODIVERSITYTHENFITNESSCOMPARATOR_H_*/
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@ -1,4 +1,4 @@
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/*
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/*
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* <moeoFitnessThenDiversityComparator.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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@ -45,8 +45,8 @@
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*/
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template < class MOEOT >
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class moeoFitnessThenDiversityComparator : public moeoComparator < MOEOT >
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{
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public:
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{
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public:
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/**
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* Returns true if _moeo1 < _moeo2 according to their fitness values, then according to their diversity values
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@ -55,16 +55,16 @@ public:
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*/
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const bool operator()(const MOEOT & _moeo1, const MOEOT & _moeo2)
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{
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if (_moeo1.fitness() == _moeo2.fitness())
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if (_moeo1.fitness() == _moeo2.fitness())
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{
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return _moeo1.diversity() < _moeo2.diversity();
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return _moeo1.diversity() < _moeo2.diversity();
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}
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else
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else
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{
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return _moeo1.fitness() < _moeo2.fitness();
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return _moeo1.fitness() < _moeo2.fitness();
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}
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}
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};
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};
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#endif /*MOEOFITNESSTHENDIVERSITYCOMPARATOR_H_*/
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@ -1,4 +1,4 @@
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/*
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/*
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* <moeoGDominanceObjectiveVectorComparator.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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@ -48,8 +48,8 @@
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*/
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template < class ObjectiveVector >
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class moeoGDominanceObjectiveVectorComparator : public moeoObjectiveVectorComparator < ObjectiveVector >
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{
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public:
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{
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public:
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/**
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* Ctor.
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@ -66,27 +66,27 @@ public:
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*/
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const bool operator()(const ObjectiveVector & _objectiveVector1, const ObjectiveVector & _objectiveVector2)
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{
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unsigned int flag1 = flag(_objectiveVector1);
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unsigned int flag2 = flag(_objectiveVector2);
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if (flag2==0)
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unsigned int flag1 = flag(_objectiveVector1);
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unsigned int flag2 = flag(_objectiveVector2);
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if (flag2==0)
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{
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// cannot dominate
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return false;
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// cannot dominate
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return false;
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}
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else if ( (flag2==1) && (flag1==0) )
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else if ( (flag2==1) && (flag1==0) )
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{
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// is dominated
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return true;
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// is dominated
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return true;
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}
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else // (flag1==1) && (flag2==1)
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else // (flag1==1) && (flag2==1)
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{
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// both are on the good region, so let's use the classical Pareto dominance
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return paretoComparator(_objectiveVector1, _objectiveVector2);
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// both are on the good region, so let's use the classical Pareto dominance
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return paretoComparator(_objectiveVector1, _objectiveVector2);
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}
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}
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private:
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private:
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/** the reference point */
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ObjectiveVector & ref;
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@ -100,28 +100,28 @@ private:
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*/
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unsigned int flag(const ObjectiveVector & _objectiveVector)
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{
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unsigned int result=1;
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for (unsigned int i=0; i<ref.nObjectives(); i++)
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unsigned int result=1;
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for (unsigned int i=0; i<ref.nObjectives(); i++)
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{
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if (_objectiveVector[i] > ref[i])
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if (_objectiveVector[i] > ref[i])
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{
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result=0;
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result=0;
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}
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}
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if (result==0)
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if (result==0)
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{
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result=1;
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for (unsigned int i=0; i<ref.nObjectives(); i++)
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result=1;
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for (unsigned int i=0; i<ref.nObjectives(); i++)
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{
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if (_objectiveVector[i] < ref[i])
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if (_objectiveVector[i] < ref[i])
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{
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result=0;
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result=0;
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}
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}
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}
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return result;
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return result;
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}
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};
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};
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#endif /*MOEOGDOMINANCEOBJECTIVEVECTORCOMPARATOR_H_*/
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@ -1,4 +1,4 @@
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/*
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/*
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* <moeoObjectiveObjectiveVectorComparator.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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*/
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template < class ObjectiveVector >
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class moeoObjectiveObjectiveVectorComparator : public moeoObjectiveVectorComparator < ObjectiveVector >
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{
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public:
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{
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public:
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/**
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* Returns true if _objectiveVector1 < _objectiveVector2 on the first objective, then on the second, and so on
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*/
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const bool operator()(const ObjectiveVector & _objectiveVector1, const ObjectiveVector & _objectiveVector2)
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{
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for (unsigned int i=0; i<ObjectiveVector::nObjectives(); i++)
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for (unsigned int i=0; i<ObjectiveVector::nObjectives(); i++)
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{
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if ( fabs(_objectiveVector1[i] - _objectiveVector2[i]) > ObjectiveVector::Traits::tolerance() )
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if ( fabs(_objectiveVector1[i] - _objectiveVector2[i]) > ObjectiveVector::Traits::tolerance() )
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{
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if (_objectiveVector1[i] < _objectiveVector2[i])
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if (_objectiveVector1[i] < _objectiveVector2[i])
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{
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return true;
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return true;
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}
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else
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else
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{
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return false;
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return false;
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}
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}
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}
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return false;
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return false;
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}
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};
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};
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#endif /*MOEOOBJECTIVEOBJECTIVEVECTORCOMPARATOR_H_*/
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/*
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/*
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* <moeoObjectiveVectorComparator.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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* The template argument ObjectiveVector have to be a moeoObjectiveVector.
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*/
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template < class ObjectiveVector >
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class moeoObjectiveVectorComparator : public eoBF < const ObjectiveVector &, const ObjectiveVector &, const bool > {};
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class moeoObjectiveVectorComparator : public eoBF < const ObjectiveVector &, const ObjectiveVector &, const bool >
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{};
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#endif /*MOEOOBJECTIVEVECTORCOMPARATOR_H_*/
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/*
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/*
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* <moeoOneObjectiveComparator.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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@ -45,8 +45,8 @@
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*/
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template < class MOEOT >
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class moeoOneObjectiveComparator : public moeoComparator < MOEOT >
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{
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public:
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{
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public:
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/**
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* Ctor.
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*/
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moeoOneObjectiveComparator(unsigned int _obj) : obj(_obj)
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{
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if (obj > MOEOT::ObjectiveVector::nObjectives())
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if (obj > MOEOT::ObjectiveVector::nObjectives())
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{
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throw std::runtime_error("Problem with the index of objective in moeoOneObjectiveComparator");
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throw std::runtime_error("Problem with the index of objective in moeoOneObjectiveComparator");
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}
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}
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*/
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const bool operator()(const MOEOT & _moeo1, const MOEOT & _moeo2)
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{
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return _moeo1.objectiveVector()[obj] < _moeo2.objectiveVector()[obj];
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return _moeo1.objectiveVector()[obj] < _moeo2.objectiveVector()[obj];
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}
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private:
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private:
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/** the index of objective */
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unsigned int obj;
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};
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};
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#endif /*MOEOONEOBJECTIVECOMPARATOR_H_*/
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/*
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/*
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* <moeoParetoObjectiveVectorComparator.h>
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* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
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* (C) OPAC Team, LIFL, 2002-2007
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*/
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template < class ObjectiveVector >
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class moeoParetoObjectiveVectorComparator : public moeoObjectiveVectorComparator < ObjectiveVector >
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{
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public:
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{
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public:
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/**
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* Returns true if _objectiveVector1 is dominated by _objectiveVector2
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*/
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const bool operator()(const ObjectiveVector & _objectiveVector1, const ObjectiveVector & _objectiveVector2)
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{
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bool dom = false;
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for (unsigned int i=0; i<ObjectiveVector::nObjectives(); i++)
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bool dom = false;
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for (unsigned int i=0; i<ObjectiveVector::nObjectives(); i++)
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{
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// first, we have to check if the 2 objective values are not equal for the ith objective
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if ( fabs(_objectiveVector1[i] - _objectiveVector2[i]) > ObjectiveVector::Traits::tolerance() )
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// first, we have to check if the 2 objective values are not equal for the ith objective
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if ( fabs(_objectiveVector1[i] - _objectiveVector2[i]) > ObjectiveVector::Traits::tolerance() )
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{
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// if the ith objective have to be minimized...
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if (ObjectiveVector::minimizing(i))
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// if the ith objective have to be minimized...
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if (ObjectiveVector::minimizing(i))
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{
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if (_objectiveVector1[i] > _objectiveVector2[i])
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if (_objectiveVector1[i] > _objectiveVector2[i])
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{
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dom = true; //_objectiveVector1[i] is not better than _objectiveVector2[i]
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dom = true; //_objectiveVector1[i] is not better than _objectiveVector2[i]
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}
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else
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else
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{
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return false; //_objectiveVector2 cannot dominate _objectiveVector1
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return false; //_objectiveVector2 cannot dominate _objectiveVector1
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}
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}
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// if the ith objective have to be maximized...
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else if (ObjectiveVector::maximizing(i))
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// if the ith objective have to be maximized...
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else if (ObjectiveVector::maximizing(i))
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{
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if (_objectiveVector1[i] < _objectiveVector2[i])
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if (_objectiveVector1[i] < _objectiveVector2[i])
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{
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dom = true; //_objectiveVector1[i] is not better than _objectiveVector2[i]
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dom = true; //_objectiveVector1[i] is not better than _objectiveVector2[i]
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}
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else
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else
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{
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return false; //_objectiveVector2 cannot dominate _objectiveVector1
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return false; //_objectiveVector2 cannot dominate _objectiveVector1
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}
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}
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}
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}
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return dom;
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return dom;
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}
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};
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};
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#endif /*MOEOPARETOOBJECTIVEVECTORCOMPARATOR_H_*/
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