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remove old version of MOLS

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git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@1490 331e1502-861f-0410-8da2-ba01fb791d7f
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jhumeau 2009-03-10 15:09:55 +00:00
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1
contribution/branches/MOLS/src/CMakeLists.txt
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# TODO

100
contribution/branches/MOLS/src/eoTenTimeContinue.h
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// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
//-----------------------------------------------------------------------------
// eoSeconsElapsedContinue.h
// (c) Maarten Keijzer, 2007
/*
This library is free software; you can redistribute it and/or
modify it under the terms of the GNU Lesser General Public
License as published by the Free Software Foundation; either
version 2 of the License, or (at your option) any later version.
This library is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
Lesser General Public License for more details.
You should have received a copy of the GNU Lesser General Public
License along with this library; if not, write to the Free Software
Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
Contact: todos@geneura.ugr.es, http://geneura.ugr.es
*/
//-----------------------------------------------------------------------------
#ifndef _eoTenTimeContinue_h
#define _eoTenTimeContinue_h
#include <time.h>
#include <iostream>
#include <sstream>
#include <fstream>
#include <eoContinue.h>
/**
Timed continuator: continues until a number of seconds is used
*/
template< class EOT>
class eoTenTimeContinue: public eoContinue<EOT>
{
public:
eoTenTimeContinue(int _maxTime, std::string _fileName) : start(time(0)), maxTime(_maxTime), id(1), fileName(_fileName) {}
virtual bool operator() ( const eoPop<EOT>& _pop ) {
time_t diff = time(0) - start;
if (diff > (id * maxTime/10) ){
time_t begin=time(0);
std::cout << id << "start :" << begin << std::endl;
//traitement
std::string tmp=fileName;
std::ostringstream os;
os << id;
tmp+=".";
tmp+=os.str();
std::ofstream outfile(tmp.c_str());
for(unsigned int i=0 ; i < _pop.size(); i++){
for(unsigned int j=0 ; j<EOT::ObjectiveVector::nObjectives(); j++){
outfile << _pop[i].objectiveVector()[j];
if(j != EOT::ObjectiveVector::nObjectives() -1)
outfile << " ";
}
outfile << std::endl;
}
outfile.close();
id++;
start-=(time(0)-begin);
}
if(diff >= maxTime)
return false;
return true;
}
virtual std::string className(void) const { return "eoTenTimeContinue"; }
void readFrom (std :: istream & __is) {
__is >> start;
}
void printOn (std :: ostream & __os) const {
__os << start << ' ' << std :: endl;
}
private:
time_t start;
unsigned int id;
unsigned int maxTime;
std::string fileName;
};
#endif

106
contribution/branches/MOLS/src/moeoAllSolAllNeighborsExpl.h
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/*
* <moeoAllSolAllNeighborsExpl.h>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
* (C) OPAC Team, LIFL, 2002-2008
*
* Arnaud Liefooghe
* Jérémie 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
*
*/
//-----------------------------------------------------------------------------
#ifndef _MOEOALLSOLALLNEIGHBORSEXPL_H
#define _MOEOALLSOLALLNEIGHBORSEXPL_H
#include <eo>
#include <moeo>
#include <moMove.h>
#include <moMoveInit.h>
#include <moNextMove.h>
#include <moMoveIncrEval.h>
/**
* TODO
*/
template < class Move >
class moeoAllSolAllNeighborsExpl : public moeoPopNeighborhoodExplorer < Move >
{
typedef typename Move::EOType MOEOT;
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
public:
moeoAllSolAllNeighborsExpl(
moMoveInit < Move > & _moveInit,
moNextMove < Move > & _nextMove,
moMoveIncrEval < Move, ObjectiveVector > & _incrEval)
: moveInit(_moveInit), nextMove(_nextMove), incrEval(_incrEval){}
void operator()(eoPop < MOEOT > & _src, eoPop < MOEOT > & _dest)
{
Move move;
ObjectiveVector objVec;
for(unsigned int i=0; i<_src.size(); i++)
{
if (_src[i].flag() == 0)
{
moveInit(move, _src[i]);
do
{
objVec = incrEval(move, _src[i]);
if (! comparator (objVec, _src[i].objectiveVector()))
{
if (objVec != _src[i].objectiveVector())
{
_dest.push_back(_src[i]);
move(_dest.back());
_dest.back().objectiveVector(objVec);
}
}
}
while(nextMove(move, _src[i]));
_src[i].flag(1);
}
}
}
private:
/** the move initializer */
moMoveInit < Move > & moveInit;
/** the neighborhood explorer */
moNextMove < Move > & nextMove;
/** the incremental evaluation */
moMoveIncrEval < Move, ObjectiveVector > & incrEval;
/** comparator */
moeoParetoObjectiveVectorComparator<ObjectiveVector> comparator;
};
#endif /*_MOEOALLSOLALLNEIGHBORSEXPL_H_*/

171
contribution/branches/MOLS/src/moeoAllSolOneNeighborExpl.h
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/*
* <moeoAllSolOneNeighborExpl.h>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
* (C) OPAC Team, LIFL, 2002-2008
*
* Arnaud Liefooghe
* Jérémie 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
*
*/
//-----------------------------------------------------------------------------
#ifndef _MOEOALLSOLONENEIGHBOREXPL_H
#define _MOEOALLSOLONENEIGHBOREXPL_H
#include <eo>
#include <moeo>
#include <moMove.h>
#include <moMoveInit.h>
#include <moNextMove.h>
#include <moMoveIncrEval.h>
#include <queue>
/**
* TODO
*/
template < class Move >
class moeoAllSolOneNeighborExpl : public moeoPopNeighborhoodExplorer < Move >
{
typedef typename Move::EOType MOEOT;
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
public:
moeoAllSolOneNeighborExpl(
moMoveInit < Move > & _moveInit,
moNextMove < Move > & _nextMove,
moMoveIncrEval < Move, ObjectiveVector > & _incrEval)
: moveInit(_moveInit), nextMove(_nextMove), incrEval(_incrEval){}
void operator()(eoPop < MOEOT > & _src, eoPop < MOEOT > & _dest){
//Move move;
MOEOT * sol;
ObjectiveVector objVec;
int id=0;
for(unsigned int i=0; i<_src.size(); i++){
//solution without move
if(_src[i].flag() == 0 ){
//No move are available -> create a new Move
if(availableMove.empty()){
//create a new move
Move newMove;
//add it to moveVector
moveVector.push_back(newMove);
//get the moveVector size
id = moveVector.size();
//add a flag to _src
_src[i].flag(-id);
//Init the move
moveInit(moveVector[id-1], _src[i]);
//copy the solution in destination population
_dest.push_back(_src[i]);
//stock the new solution
sol = & _dest.back();
//apply the move on it
moveVector[id-1](*sol);
//invalidate it
sol->invalidate();
//evaluate ir
eval(*sol);
//set it as not yet visisted (flag=0)
sol->flag(0);
//If it the last move set solution as visited (flag >0) and set the move as available
if(!nextMove(moveVector[id-1], _src[i])){
_src[i].flag(1);
availableMove.push(id-1);
}
}
//A move is available -> get it
else{
//get the id of an available move
id = availableMove.back();
//remove it from available move
availableMove.pop();
//add a flag to _src
_src[i].flag(-1 * (id+1));
//Init the move
moveInit(moveVector[id], _src[i]);
//copy the solution in destination population
_dest.push_back(_src[i]);
//stock the new solution
sol = & _dest.back();
//apply the move on it
moveVector[id](*sol);
//invalidate it
sol->invalidate();
//evaluate ir
eval(*sol);
//set it as not yet visisted (flag=0)
sol->flag(0);
if(!nextMove(moveVector[id], _src[i])){
_src[i].flag(1);
availableMove.push(id);
}
}
}
//solution which have already a move -> do next move
else if(_src[i].flag() < 0){
id= (_src[i].flag() + 1) * -1;
_dest.push_back(_src[i]);
sol = & _dest.back();
//objVec = moveIncrEval(move, *sol);
moveVector[id](*sol);
sol->invalidate();
eval(*sol);
//sol->objectiveVector(objVec);
//if (comparator(sol, _src[i]))
if(!nextMove(moveVector[id], _src[i])){
_src[i].flag(1);
availableMove.push(id);
}
}
}
}
private:
/** queue of available move */
std::queue < unsigned int > availableMove;
/** the move vector*/
std::vector < Move > moveVector;
/** the move initializer */
moMoveInit < Move > & moveInit;
/** the neighborhood explorer */
moNextMove < Move > & nextMove;
/** the incremental evaluation */
eoEvalFunc < MOEOT > & eval;
/** the incremental evaluation */
moMoveIncrEval < Move, ObjectiveVector > & incrEval;
/** comparator */
moeoParetoObjectiveVectorComparator<ObjectiveVector> comparator;
};
#endif /*_MOEOALLSOLONENEIGHBOREXPL_H_*/

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contribution/branches/MOLS/src/moeoOneSolAllNeighborsExpl.h
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/*
* <moeoOneSolAllNeighborsExpl.h>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
* (C) OPAC Team, LIFL, 2002-2008
*
* Arnaud Liefooghe
* Jérémie 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
*
*/
//-----------------------------------------------------------------------------
#ifndef _MOEOONESOLALLNEIGHBORSEXPL_H
#define _MOEOONESOLALLNEIGHBORSEXPL_H
#include <eo>
#include <moeo>
#include <moMove.h>
#include <moMoveInit.h>
#include <moNextMove.h>
#include <moMoveIncrEval.h>
/**
* TODO
*/
template < class Move >
class moeoOneSolAllNeighborsExpl : public moeoPopNeighborhoodExplorer < Move >
{
typedef typename Move::EOType MOEOT;
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
public:
moeoOneSolAllNeighborsExpl(
moMoveInit < Move > & _moveInit,
moNextMove < Move > & _nextMove,
moMoveIncrEval < Move, ObjectiveVector > & _incrEval)
: moveInit(_moveInit), nextMove(_nextMove), incrEval(_incrEval){}
void operator()(eoPop < MOEOT > & _src, eoPop < MOEOT > & _dest)
{
Move move;
ObjectiveVector objVec;
unsigned int i = 0;
while(_src[i].flag() != 0)
i++;
moveInit(move, _src[i]);
do
{
objVec = incrEval(move, _src[i]);
if (! comparator (objVec, _src[i].objectiveVector()))
{
if (objVec != _src[i].objectiveVector())
{
_dest.push_back(_src[i]);
move(_dest.back());
_dest.back().objectiveVector(objVec);
}
}
}
while(nextMove(move, _src[i]));
_src[i].flag(1);
}
private:
/** the move initializer */
moMoveInit < Move > & moveInit;
/** the neighborhood explorer */
moNextMove < Move > & nextMove;
/** the incremental evaluation */
moMoveIncrEval < Move, ObjectiveVector > & incrEval;
/** comparator */
moeoParetoObjectiveVectorComparator<ObjectiveVector> comparator;
};
#endif /*_MOEOONESOLALLNEIGHBORSEXPL_H_*/

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contribution/branches/MOLS/src/moeoOneSolOneNeighborExpl.h
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/*
* <moeoOneSolOneNeighborExpl.h>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
* (C) OPAC Team, LIFL, 2002-2008
*
* Arnaud Liefooghe
* Jérémie 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
*
*/
//-----------------------------------------------------------------------------
#ifndef _MOEOONESOLONENEIGHBOREXPL_H
#define _MOEOONESOLONENEIGHBOREXPL_H
#include <eo>
#include <moeo>
#include <moMove.h>
#include <moMoveInit.h>
#include <moNextMove.h>
#include <moMoveIncrEval.h>
/**
* TODO
*/
template < class Move >
class moeoOneSolOneNeighborExpl : public moeoPopNeighborhoodExplorer < Move >
{
typedef typename Move::EOType MOEOT;
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
public:
moeoOneSolOneNeighborExpl(
moMoveInit < Move > & _moveInit,
moNextMove < Move > & _nextMove,
moMoveIncrEval < Move, ObjectiveVector > & _incrEval)
: moveInit(_moveInit), nextMove(_nextMove), incrEval(_incrEval){}
void operator()(eoPop < MOEOT > & _src, eoPop < MOEOT > & _dest)
{
ObjectiveVector objVec;
unsigned int i = 0;
// setting _src[i]
if(!start)
{
while(_src[i].flag() != 0)
i++;
moveInit(move, _src[i]);
_src[i].flag(-1);
}
else
{
while( (i < _src.size()) && (_src[i].flag() != -1) )
i++;
if(_src[i].flag() != -1)
{
i=0;
while(_src[i].flag() != 0)
i++;
moveInit(move, _src[i]);
_src[i].flag(-1);
}
}
// ttt
objVec = incrEval(move, _src[i]);
if (! comparator (objVec, _src[i].objectiveVector()))
{
if (objVec != _src[i].objectiveVector())
{
_dest.push_back(_src[i]);
move(_dest.back());
_dest.back().objectiveVector(objVec);
_dest.back().flag(0);
}
}
// preparing the next iteration
if(nextMove(move, _src[i]))
{
start=true;
}
else
{
start=false;
_src[i].flag(1);
}
}
private:
Move move;
bool start;
/** the move initializer */
moMoveInit < Move > & moveInit;
/** the neighborhood explorer */
moNextMove < Move > & nextMove;
/** the incremental evaluation */
moMoveIncrEval < Move, ObjectiveVector > & incrEval;
/** comparator */
moeoParetoObjectiveVectorComparator<ObjectiveVector> comparator;
// if(!start){
// moveInit(move, _src[i]);
// _dest.push_back(_src[i]);
// sol = & _dest.back();
// move(*sol);
// sol->invalidate();
// eval(*sol);
// if(nextMove(move, _src[i]))
// start=true;
// else{
// start=false;
// _src[i].flag(1);
// }
// }
// else{
// _dest.push_back(_src[i]);
// sol = & _dest.back();
// //objVec = moveIncrEval(move, *sol);
// move(*sol);
// sol->invalidate();
// eval(*sol);
// //sol->objectiveVector(objVec);
// //if (comparator(sol, _src[i]))
// if(!nextMove(move, _src[i])){
// start=false;
// _src[i].flag(1);
// }
// }
// }
};
#endif /*_MOEOONESOLONENEIGHBOREXPL_H_*/

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contribution/branches/MOLS/src/moeoPopLS.h
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/*
* <moeoPopLS.h>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
* (C) OPAC Team, LIFL, 2002-2007
*
* Arnaud Liefooghe
* Jérémie 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
*
*/
//-----------------------------------------------------------------------------
#ifndef MOEOPOPLS_H_
#define MOEOPOPLS_H_
#include <algo/moeoPopAlgo.h>
/**
* Abstract class for Population based multi-objective local search.
*/
template < class Move >
class moeoPopLS : public moeoPopAlgo < typename Move::EOType >
{};
#endif /*MOEOPOPLS_H_*/

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contribution/branches/MOLS/src/moeoPopNeighborhoodExplorer.h
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/*
* <moeoPopNeighborhoodExplorer.h>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
* (C) OPAC Team, LIFL, 2002-2008
*
* Arnaud Liefooghe
* Jérémie 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
*
*/
//-----------------------------------------------------------------------------
#ifndef _MOEOPOPNEIGHBORHOODEXPLORER_H
#define _MOEOPOPNEIGHBORHOODEXPLORER_H
#include <eo>
#include <moeo>
/**
* TODO
*/
template < class Move >
class moeoPopNeighborhoodExplorer : public eoBF <eoPop < typename Move::EOType > &, eoPop < typename Move::EOType > &, void>
{};
#endif /*MOEONEIGHBORHOODEXPLORER_H_*/

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contribution/branches/MOLS/src/moeoUnifiedDominanceBasedLS.h
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/*
* <moeoUnifiedDominanceBasedLS.h>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
* (C) OPAC Team, LIFL, 2002-2008
*
* Arnaud Liefooghe
* Jérémie 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,
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*
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*/
//-----------------------------------------------------------------------------
#ifndef _MOEOUNIFIEDDOMINANCEBASEDLS_H
#define _MOEOUNIFIEDDOMINANCEBASEDLS_H
#include <eo>
#include <moeo>
#include <moeoPopNeighborhoodExplorer.h>
#include <moeoPopLS.h>
/**
* An easy class to design multi-objective evolutionary algorithms.
*/
template < class Move >
class moeoUnifiedDominanceBasedLS : public moeoPopLS < Move >
{
//! Alias for the type
typedef typename Move::EOType MOEOT;
public:
moeoUnifiedDominanceBasedLS(
eoContinue < MOEOT > & _continuator,
eoEvalFunc < MOEOT > & _eval,
moeoArchive < MOEOT > & _archive,
moeoPopNeighborhoodExplorer < Move > & _explorer
):continuator(_continuator), loopEval(_eval), popEval(loopEval), archive(_archive), explorer(_explorer)
{}
/**
* Applies a few generation of evolution to the population _pop.
* @param _pop the population
*/
virtual void operator()(eoPop < MOEOT > & _pop)
{
eoPop < MOEOT > tmp_pop;
popEval(tmp_pop, _pop);// A first eval of pop.
archive(_pop);
do{
tmp_pop.resize(0);
//"perturber" la population
explorer(archive, tmp_pop);
//mise à jour de la pop ou archive
archive(tmp_pop);
}
while(continuator(archive) && naturalContinuator(archive));
std::cout << "Final archive\n";
archive.sortedPrintOn(std::cout);
std::cout << std::endl;
}
protected:
eoContinue < MOEOT > & continuator;
class moeoContinue : public eoUF < eoPop < MOEOT > &, bool >
{
public:
moeoContinue(){}
virtual bool operator()(eoPop < MOEOT > & _pop){
bool res = false;
unsigned int i=0;
while(!res && i < _pop.size()){
res = (_pop[i].flag() != 1);
i++;
}
// std::cout << res << std::endl;
return res;
}
} naturalContinuator;
// moeoContinue < MOEOT > defaultContinuator;
// moeoContinue < MOEOT > & naturalContinuator;
/** a dummy eval */
// class eoDummyEval : public eoEvalFunc < MOEOT >
// {
// public:
// void operator()(MOEOT &) {}
// }
// dummyEval;
eoPopLoopEval < MOEOT > loopEval;
eoPopEvalFunc < MOEOT > & popEval;
// moeoUnboundedArchive < MOEOT > defaultArchive;
moeoArchive < MOEOT > & archive;
moeoPopNeighborhoodExplorer < Move > & explorer;
};
#endif /*MOEOUNIFIEDDOMINANCEBASEDLS_H_*/