nojhan/paradiseo
1
0
Fork 0
Code Issues Pull requests Projects Releases Packages Wiki Activity

SingleObjectivization algorithms added

Browse source 
git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@1624 331e1502-861f-0410-8da2-ba01fb791d7f
This commit is contained in:
jhumeau 2009-12-14 15:10:55 +00:00
commit cb88ff2dff
10 changed files with 1036 additions and 0 deletions
Download patch file Download diff file Expand all files Collapse all files

99
trunk/paradiseo-moeo/src/algo/moeoHC.h Normal file
View file

@ -0,0 +1,99 @@
/*
<moeoHC.h>
Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
(C) OPAC Team, LIFL, 2002-2008
Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
François Legillon
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 __moeoHC_h
#define __moeoHC_h
#include <explorer/moeoHCMoveLoopExpl.h>
#include <fitness/moeoSingleObjectivization.h>
#include <fitness/moeoIncrEvalSingleObjectivizer.h>
#include <algo/moeoSolAlgo.h>
#include <moHC.h>
//! Hill Climbing (HC)
/*!
Class which describes the algorithm for a hill climbing.
Adapts the moHC for a multi-objective problem using a moeoSingleObjectivization.
M is for Move
*/
template <class M>
class moeoHC : public moeoSolAlgo < typename M::EOType >
{
public:
typedef typename M::EOType MOEOT;
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
typedef typename MOEOT::Fitness Fitness;
//! Full constructor.
/*!
All the boxes are given in order the HC to use a moHCMoveLoopExpl.
\param _move_initializer a move initialiser.
\param _next_move_generator a neighborhood explorer.
\param _incremental_evaluation a (generally) efficient evaluation function.
\param _move_selection a move selector.
\param _singler a singleObjectivizer to translate objectiveVectors into fitness
*/
moeoHC (moMoveInit < M > & _move_initializer, moNextMove < M > & _next_move_generator,
moMoveIncrEval < M,ObjectiveVector > & _incremental_evaluation, moMoveSelect < M > & _move_selection, moeoSingleObjectivization < MOEOT > & _singler) :
incrEval((new moeoIncrEvalSingleObjectivizer<MOEOT,M>(_singler,_incremental_evaluation))),
moveLoop(new moeoHCMoveLoopExpl<M>(_move_initializer,_next_move_generator,*(incrEval),_move_selection)),
algo(*(moveLoop), (_singler))
{}
//! Function which launches the HC
/*!
The HC has to improve a current solution.
As the moSA and the mo TS, it can be used for HYBRIDATION in an evolutionnary algorithm.
\param _solution a current solution to improve.
\return true.
*/
bool operator()(MOEOT &_solution){
if (_solution.invalidObjectiveVector()) {
(*incrEval)(_solution);
}else{
}
return algo(_solution);
}
private:
moeoIncrEvalSingleObjectivizer<MOEOT,M> *incrEval;
moeoHCMoveLoopExpl<M> *moveLoop;
//! the actual algo
moHC<M> algo;
};
#endif

156
trunk/paradiseo-moeo/src/algo/moeoILS.h Normal file
View file

@ -0,0 +1,156 @@
/*
<moeoILS.h>
Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
(C) OPAC Team, LIFL, 2002-2008
Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
François Legillon
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 _moeoILS_h
#define _moeoILS_h
#include <moILS.h>
#include <moComparator.h>
#include <algo/moeoHC.h>
#include <algo/moeoTS.h>
#include <algo/moeoSA.h>
#include <eoEvalFunc.h>
#include <algo/moeoSolAlgo.h>
#include <moHCMoveLoopExpl.h>
#include <fitness/moeoSingleObjectivization.h>
#include <explorer/moeoHCMoveLoopExpl.h>
#include <moILS.h>
//! Iterated Local Search (ILS)
/*!
Class which describes the algorithm for a iterated local search.
Adapts the moILS for a multi-objective problem using a moeoSingleObjectivization.
M is for Move
*/
template < class M >
class moeoILS:public moeoSolAlgo < typename M::EOType >
{
public:
typedef typename M::EOType MOEOT;
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
typedef typename MOEOT::Fitness Fitness;
//! Generic constructor
/*!
Generic constructor using a moAlgo
\param _algorithm The solution based heuristic to use.
\param _continue The stopping criterion.
\param _acceptance_criterion The acceptance criterion.
\param _perturbation The pertubation generator.
\param _full_evaluation The evaluation function.
*/
moeoILS (moeoSolAlgo<MOEOT> & _algorithm, moSolContinue <MOEOT> & _continue, moComparator<MOEOT> & _acceptance_criterion,
eoMonOp<MOEOT> & _perturbation, moeoSingleObjectivization<MOEOT> & _full_evaluation):
algo(_algorithm,_continue,_acceptance_criterion,_perturbation,_full_evaluation)
{}
//! Constructor for using a moHC
/*!
\param _move_initializer The move initialisation (for the moHC).
\param _next_move_generator The move generator (for the moHC).
\param _incremental_evaluation The partial evaluation function (for the moHC).
\param _singler a singleObjectivizer to translate objectiveVectors into fitness
\param _move_selection The move selection strategy (for the moHC).
\param _continue The stopping criterion.
\param _acceptance_criterion The acceptance criterion.
\param _perturbation The pertubation generator.
*/
moeoILS (moMoveInit < M > & _move_initializer, moNextMove < M > & _next_move_generator,
moMoveIncrEval < M,ObjectiveVector > & _incremental_evaluation, moeoSingleObjectivization<MOEOT> &_singler,moMoveSelect < M > & _move_selection,
moSolContinue <MOEOT> & _continue, moComparator<MOEOT> & _acceptance_criterion,
eoMonOp<MOEOT> & _perturbation):
subAlgo(new moeoHC<M>(_move_initializer,_next_move_generator,_incremental_evaluation,_move_selection,_singler)),
algo(*subAlgo,_continue,_acceptance_criterion,_perturbation,_singler)
{}
//! Constructor for using a moTS for the moAlgo
/*!
\param _move_initializer The move initialisation (for the moTS).
\param _next_move_generator The move generator (for the moTS).
\param _incremental_evaluation The partial evaluation function (for the moTS).
\param _singler a singleObjectivizer to translate objectiveVectors into fitness
\param _tabu_list The tabu list (for the moTS !!!!).
\param _aspiration_criterion The aspiration criterion (for the moTS).
\param _moTS_continue The stopping criterion (for the moTS).
\param _continue The stopping criterion.
\param _acceptance_criterion The acceptance criterion.
\param _perturbation The pertubation generator.
*/
moeoILS (moMoveInit <M> & _move_initializer, moNextMove <M> & _next_move_generator,moMoveIncrEval <M,ObjectiveVector> & _incremental_evaluation, moeoSingleObjectivization<MOEOT> &_singler, moTabuList <M> & _tabu_list,moAspirCrit <M> & _aspiration_criterion, moSolContinue <MOEOT> & _moTS_continue,moSolContinue <MOEOT> & _continue, moComparator<MOEOT> & _acceptance_criterion, eoMonOp<MOEOT> & _perturbation):
subAlgo(new moeoTS<M>(_move_initializer,_next_move_generator,_incremental_evaluation,_tabu_list,_aspiration_criterion,_moTS_continue,_singler)),
algo((*subAlgo),_continue,_acceptance_criterion,_perturbation,_singler)
{}
//! Constructor for using a moSA for the moAlgo
/*!
\param _random_move_generator The random move generator (for the moSA).
\param _incremental_evaluation The partial evaluation function (for the moSA).
\param _singler a singleObjectivizer to translate objectiveVectors into fitness
\param _moSA_continue The stopping criterion (for the moSA).
\param _initial_temperature The initial temperature (for the moSA).
\param _cooling_schedule The cooling schedule (for the moSA).
\param _continue The stopping criterion.
\param _acceptance_criterion The acceptance criterion.
\param _perturbation The pertubation generator.
*/
moeoILS (moRandMove<M> & _random_move_generator, moMoveIncrEval <M,ObjectiveVector> & _incremental_evaluation,moeoSingleObjectivization<MOEOT> &_singler, moSolContinue <MOEOT> & _moSA_continue,double _initial_temperature, moCoolingSchedule & _cooling_schedule, moSolContinue <MOEOT> & _continue,moComparator<MOEOT> & _acceptance_criterion, eoMonOp<MOEOT> & _perturbation):
subAlgo(new moeoSA<M>(_random_move_generator, _incremental_evaluation, _moSA_continue, _initial_temperature,_cooling_schedule, _singler)),
algo(*subAlgo,_continue, _acceptance_criterion, _perturbation, _singler)
{}
//! Function which launches the ILS
/*!
The ILS has to improve a current solution.
\param _solution a current solution to improve.
\return true.
*/
bool operator()(MOEOT &_solution){
// std::cout<<"moeoILS"<<std::endl;
return algo(_solution);
}
private:
moeoSolAlgo<MOEOT> *subAlgo;
//! the actual algo
moILS<M> algo;
};
#endif

85
trunk/paradiseo-moeo/src/algo/moeoSA.h Normal file
View file

@ -0,0 +1,85 @@
/*
<moeoSA.h>
Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
(C) OPAC Team, LIFL, 2002-2008
Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
François Legillon
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 __moeoSA_h
#define __moeoSA_h
#include <eoEvalFunc.h>
#include <algo/moeoSolAlgo.h>
#include <moTSMoveLoopExpl.h>
#include <fitness/moeoSingleObjectivization.h>
#include <explorer/moeoTSMoveLoopExpl.h>
#include <moSA.h>
//! Simulated annealing (SA)
/*!
Generic algorithm that describes a Simulated Annealing algorithm.
Adapts the moSA for a multi-objective problem using a moeoSingleObjectivization.
M is for Move
*/
template < class M >
class moeoSA:public moeoSolAlgo < typename M::EOType >
{
public:
typedef typename M::EOType MOEOT;
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
typedef typename MOEOT::Fitness Fitness;
moeoSA (moRandMove < M > & _random_move_generator, moMoveIncrEval < M,ObjectiveVector > & _incremental_evaluation,
moSolContinue < MOEOT > & _continue, double _initial_temperature, moCoolingSchedule & _cooling_schedule,
moeoSingleObjectivization<MOEOT> &_singler):
incrEval(_singler,_incremental_evaluation),
algo(_random_move_generator,incrEval,_continue,_initial_temperature,_cooling_schedule, _singler)
{}
/*!
Algorithm of the SA
As a moHC, it can be used for HYBRIDATION in an evolutionary algorithm.
\param _solution a solution to improve.
\return TRUE.
*/
bool operator()(MOEOT &_solution){
return algo(_solution);
}
private:
moeoIncrEvalSingleObjectivizer<MOEOT,M> incrEval;
//! the actual algo
moSA<M> algo;
};
#endif

55
trunk/paradiseo-moeo/src/algo/moeoSolAlgo.h Executable file
View file

@ -0,0 +1,55 @@
/*
* <moeoSolAlgo.h>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
* (C) OPAC Team, LIFL, 2002-2007
*
* Arnaud Liefooghe
* Jérémie Humeau
* François Legillon
*
* 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 MOEOSOLALGO_H_
#define MOEOSOLALGO_H_
#include <eoAlgo.h>
#include <algo/moeoAlgo.h>
#include <moAlgo.h>
/**
* Abstract class for Solution based multi-objective evolutionary algorithms.
*/
template < class MOEOT >
class moeoSolAlgo : public moAlgo<MOEOT>, public moeoAlgo
{
};
#endif /*MOEOSOLALGO_H_*/

102
trunk/paradiseo-moeo/src/algo/moeoTS.h Normal file
View file

@ -0,0 +1,102 @@
/*
<moeoTS.h>
Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
(C) OPAC Team, LIFL, 2002-2008
Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
François Legillon
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 __moeoTS_h
#define __moeoTS_h
#include <moTS.h>
#include <eoEvalFunc.h>
#include <algo/moeoSolAlgo.h>
#include <fitness/moeoSingleObjectivization.h>
#include <explorer/moeoTSMoveLoopExpl.h>
//! Tabu Search (TS)
/*!
Generic algorithm that describes a tabu search.
Adapts the moTS for a multi-objective problem using a moeoSingleObjectivization.
M is for Move
*/
template < class M >
class moeoTS:public moeoSolAlgo < typename M::EOType >
{
public:
typedef typename M::EOType MOEOT;
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
typedef typename MOEOT::Fitness Fitness;
//! Full constructor.
/*!
All the boxes are given in order the TS to use a moTSMoveLoopExpl.
\param _move_initializer a move initialiser.
\param _next_move_generator a neighborhood explorer.
\param _incremental_evaluation a (generally) efficient evaluation function.
\param _tabu_list The tabu list.
\param _aspiration_criterion An aspiration criterion.
\param _continue The stopping criterion.
\param _singler a singleObjectivizer to translate objectiveVectors into fitness
*/
moeoTS (moMoveInit < M > & _move_initializer, moNextMove < M > & _next_move_generator,
moMoveIncrEval < M, typename MOEOT::ObjectiveVector > & _incremental_evaluation, moTabuList < M > & _tabu_list,
moAspirCrit < M > & _aspiration_criterion, moSolContinue < MOEOT > & _continue,
moeoSingleObjectivization<MOEOT> &_singler):
incrEval(_singler,_incremental_evaluation),
moveLoop(_move_initializer,_next_move_generator,incrEval,_tabu_list,_aspiration_criterion),
algo(moveLoop,_continue,_singler)
{}
//! Function which launchs the Tabu Search
/*!
Algorithm of the tabu search.
As a moSA or a moHC, it can be used for HYBRIDATION in an evolutionary algorithm.
For security a lock (pthread_mutex_t) is closed during the algorithm.
\param _solution a solution to improve.
\return TRUE.
*/
bool operator()(MOEOT &_solution){
return algo(_solution);
}
private:
moeoIncrEvalSingleObjectivizer<MOEOT,M> incrEval;
moeoTSMoveLoopExpl<M> moveLoop;
//! the actual algo
moTS<M> algo;
};
#endif

86
trunk/paradiseo-moeo/src/algo/moeoVNS.h Normal file
View file

@ -0,0 +1,86 @@
/*
<moeoVNS.h>
Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
(C) OPAC Team, LIFL, 2002-2008
Sébastien Cahon, Jean-Charles Boisson (Jean-Charles.Boisson@lifl.fr)
François Legillon
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 _moeoVNS_h
#define _moeoVNS_h
#include <moAlgo.h>
#include <eoEvalFunc.h>
#include <algo/moeoSolAlgo.h>
#include <moHCMoveLoopExpl.h>
#include <fitness/moeoSingleObjectivization.h>
#include <explorer/moeoHCMoveLoopExpl.h>
//! Variable Neighbors Search (VNS)
/*!
Class which describes the algorithm for a Variable Neighbors Search.
Adapts the moVNS for a multi-objective problem using a moeoSingleObjectivization.
M is for Move
*/
template < class MOEOT >
class moeoVNS:public moeoSolAlgo < MOEOT >
{
public:
// typedef typename M::EOType MOEOT;
typedef typename MOEOT::ObjectiveVector ObjectiveVector;
typedef typename MOEOT::Fitness Fitness;
//! Generic constructor
/*!
Generic constructor using a moExpl
\param _explorer Vector of Neighborhoods.
\param _full_evaluation The singleObjectivization containing a full eval.
*/
moeoVNS(moExpl< MOEOT> & _explorer, moeoSingleObjectivization < MOEOT> & _full_evaluation): algo(_explorer,_full_evaluation) {}
//! Function which launches the VNS
/*!
The VNS has to improve a current solution.
\param _solution a current solution to improve.
\return true.
*/
bool operator()(MOEOT &_solution){
return algo(_solution);
}
private:
//! the actual algo
moVNS<MOEOT> algo;
};
#endif