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The Beta version of the Lesson 6 has been (really) added

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git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@1242 331e1502-861f-0410-8da2-ba01fb791d7f
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jboisson 2008-10-21 14:37:43 +00:00
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51
trunk/paradiseo-mo/tutorial/Lesson6/CMakeLists.txt Normal file
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######################################################################################
### 1) Include the sources
######################################################################################
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${EO_SRC_DIR}/src/utils)
INCLUDE_DIRECTORIES(${MO_SRC_DIR}/src)
INCLUDE_DIRECTORIES(${TSP_SRC_DIR})
######################################################################################
######################################################################################
### 2) Specify where CMake can find the libraries
######################################################################################
LINK_DIRECTORIES(${EO_BIN_DIR}/lib ${TSP_BIN_DIR}/lib)
######################################################################################
######################################################################################
### 3) Define your target(s): just an executable here
######################################################################################
ADD_EXECUTABLE(hybrid_ga hybrid_ga.cpp)
ADD_DEPENDENCIES(hybrid_ga tsp)
######################################################################################
######################################################################################
### 4) Optionnal: define your target(s)'s version: no effect for windows
######################################################################################
SET(ITERATEDLOCALSEARCH_VERSION ${GLOBAL_VERSION})
SET_TARGET_PROPERTIES(hybrid_ga PROPERTIES VERSION "${HYBRIDGA_VERSION}")
######################################################################################
######################################################################################
### 5) Link the librairies for your target(s)
######################################################################################
TARGET_LINK_LIBRARIES(hybrid_ga tsp eo eoutils)
######################################################################################

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trunk/paradiseo-mo/tutorial/Lesson6/hybrid_ga.cpp Normal file
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/*
* <tsp.cpp>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
* (C) OPAC Team, LIFL, 2002-2007
*
* Sébastien Cahon, Thomas Legrand
*
* 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
*
*/
#include <eo>
#include <mo>
#include <tsp>
void manage_configuration_file(eoParser & _parser);
int
main (int _argc, char* _argv [])
{
std::string instancePath, crossoverType, selectionType;
unsigned int seed, populationSize, maxIterations, selectedParentNumber;
double crossoverRate, mutationRate, elitismRate, tournamentRate;
eoParser parser(_argc, _argv);
manage_configuration_file(parser);
seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
instancePath=parser.getParamWithLongName("instancePath")->getValue();
populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
selectedParentNumber=atoi( (parser.getParamWithLongName("nbSelPar")->getValue()).c_str() );
elitismRate=atof( (parser.getParamWithLongName("elitismRate")->getValue()).c_str() );
tournamentRate=atof( (parser.getParamWithLongName("tournRate")->getValue()).c_str() );
crossoverType=parser.getParamWithLongName("crossType")->getValue();
selectionType=parser.getParamWithLongName("selectionType")->getValue();
srand (seed);
Graph::load(instancePath.c_str());
RouteInit init ;
RouteEval full_evaluation ;
eoPop <Route> population (populationSize, init) ;
apply <Route> (full_evaluation, population) ;
std :: cout << "[From] " << population.best_element () << std :: endl ;
eoGenContinue <Route> continu (maxIterations) ;
eoStochTournamentSelect <Route> select_one ;
eoSelectNumber <Route> select (select_one, selectedParentNumber) ;
eoQuadOp <Route>*crossover;
if(crossoverType.compare("Partial")==0)
{
crossover=new PartialMappedXover();
}
else if (crossoverType.compare("Order")==0)
{
crossover=new OrderXover();
}
else if (crossoverType.compare("Edge")==0)
{
crossover=new EdgeXover();
}
else
{
throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
}
TwoOptInit two_opt_initializer;
TwoOptNext two_opt_next_move_generator;
TwoOptIncrEval two_opt_incremental_evaluation;
moMoveSelect<TwoOpt>* two_opt_selection;
if(selectionType.compare("Best")==0)
{
two_opt_selection= new moBestImprSelect<TwoOpt>();
}
else if (selectionType.compare("First")==0)
{
two_opt_selection= new moFirstImprSelect<TwoOpt>();
}
else if (selectionType.compare("Random")==0)
{
two_opt_selection= new moRandImprSelect<TwoOpt>();
}
else
{
throw std::runtime_error("[hill_climbing.cpp]: the type of selection '"+selectionType+"' is not correct.");
}
moHC <TwoOpt> hill_climbing_mutation (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation,
*two_opt_selection, full_evaluation);
eoSGATransform <Route> transform (*crossover, crossoverRate, hill_climbing_mutation, mutationRate) ;
eoElitism <Route> merge (elitismRate) ;
eoStochTournamentTruncate <Route> reduce (tournamentRate) ;
eoEasyEA <Route> ea (continu, full_evaluation, select, transform, merge, reduce) ;
ea (population) ;
std :: cout << "[To] " << population.best_element () << std :: endl ;
delete(crossover);
delete(two_opt_selection);
return EXIT_SUCCESS;
}
void
manage_configuration_file(eoParser & _parser)
{
std::ofstream os;
_parser.createParam(std::string("../examples/tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
0, "Configuration", false);
_parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
_parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
_parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
_parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
_parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
_parser.getORcreateParam((unsigned int)100, "nbSelPar", "Number of selected parents.", 0, "Configuration", false);
_parser.getORcreateParam((double)1.0, "elitismRate", "Percentage of the best individuals kept.", 0, "Configuration", false);
_parser.getORcreateParam((double)0.7, "tournRate", "Percentage of the individuals used during the tournament.",
0, "Configuration", false);
_parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.",
0, "Configuration", false);
_parser.getORcreateParam(std::string("Best"), "selectionType", "Type of the selection: 'Best', 'First' or 'Random'.",
0, "Configuration", false);
if (_parser.userNeedsHelp())
{
_parser.printHelp(std::cout);
exit(EXIT_FAILURE);
}
os.open("current_param");
if(!os.is_open())
{
throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
}
os <<_parser;
os.close();
}

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###### General ######
# --help=0 # -h : Prints this message
# --stopOnUnknownParam=1 # Stop if unkown param entered
###### Configuration ######
# --instancePath=../examples/tsp/benchs/berlin52.tsp # Path to the instance.
# --seed=1203080388 # Seed for rand.
# --maxIter=1000 # Maximum number of iterations.

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/*
<iterated_local_search.cpp>
Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2008
(C) OPAC Team, LIFL, 2002-2008
Sébastien Cahon, Jean-Charles Boisson
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
*/
#include <eo>
#include <mo>
#include <tsp>
void manage_configuration_file(eoParser & _parser);
int
main (int _argc, char* _argv [])
{
std::string instancePath;
unsigned int seed, maxIterations;
eoParser parser(_argc, _argv);
manage_configuration_file(parser);
seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
instancePath=parser.getParamWithLongName("instancePath")->getValue();
maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
srand(seed);
Graph::load (instancePath.c_str());
Route solution;
RouteInit initializer;
initializer (solution);
RouteEval full_evaluation;
full_evaluation (solution);
std :: cout << "[From] " << solution << std :: endl;
TwoOptInit two_opt_initializer;
TwoOptNext two_opt_next_move_generator;
TwoOptIncrEval two_opt_incremental_evaluation;
moBestImprSelect <TwoOpt> two_opt_selection;
moGenSolContinue <Route> continu(maxIterations);
moFitComparator<Route> comparator;
CitySwap perturbation;
moILS<TwoOpt> iterated_local_search (two_opt_initializer, two_opt_next_move_generator, two_opt_incremental_evaluation,
two_opt_selection, continu, comparator, perturbation, full_evaluation) ;
iterated_local_search(solution);
std :: cout << "[To] " << solution << std :: endl;
return EXIT_SUCCESS;
}
void
manage_configuration_file(eoParser & _parser)
{
std::ofstream os;
_parser.createParam(std::string("../examples/tsp/benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
0, "Configuration", false);
_parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
_parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
if (_parser.userNeedsHelp())
{
_parser.printHelp(std::cout);
exit(EXIT_FAILURE);
}
os.open("current_param");
if(!os.is_open())
{
throw std::runtime_error("[iterated_local_search.cpp]: the file current_param cannot be created.");
}
os <<_parser;
os.close();
}

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trunk/paradiseo-mo/tutorial/Lesson6/param Normal file
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###### General ######
# --help=0 # -h : Prints this message
# --stopOnUnknownParam=1 # Stop if unkown param entered
###### Configuration ######
# --instancePath=../examples/tsp/benchs/berlin52.tsp # Path to the instance.
# --seed=1224599328 # Seed for rand.
# --popSize=100 # Size of the population.
# --maxIter=1000 # Maximum number of iterations.
# --crossRate=1 # Probability of crossover.
# --mutRate=0.01 # Probability of mutation.
# --nbSelPar=100 # Number of selected parents.
# --elitismRate=1 # Percentage of the best individuals kept.
# --tournRate=0.7 # Percentage of the individuals used during the tournament.
# --crossType=Partial # Crossover to use, it can be 'Partial', 'Order' or 'Edge'.
# --selectionType=Best # Type of the selection: 'Best', 'First' or 'Random'.

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/*
* <tsp.cpp>
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
* (C) OPAC Team, LIFL, 2002-2007
*
* Sébastien Cahon, Thomas Legrand
*
* 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
*
*/
#include <eo>
#include <tsp>
void manage_configuration_file(eoParser & _parser);
int
main (int _argc, char* _argv [])
{
std::string instancePath, crossoverType;
unsigned int seed, populationSize, maxIterations, selectedParentNumber;
double crossoverRate, mutationRate, elitismRate, tournamentRate;
eoParser parser(_argc, _argv);
manage_configuration_file(parser);
seed=atoi( (parser.getParamWithLongName("seed")->getValue()).c_str() );
instancePath=parser.getParamWithLongName("instancePath")->getValue();
populationSize=atoi( (parser.getParamWithLongName("popSize")->getValue()).c_str() );
maxIterations=atoi( (parser.getParamWithLongName("maxIter")->getValue()).c_str() );
crossoverRate=atof( (parser.getParamWithLongName("crossRate")->getValue()).c_str() );
mutationRate=atof( (parser.getParamWithLongName("mutRate")->getValue()).c_str() );
selectedParentNumber=atoi( (parser.getParamWithLongName("nbSelPar")->getValue()).c_str() );
elitismRate=atof( (parser.getParamWithLongName("elitismRate")->getValue()).c_str() );
tournamentRate=atof( (parser.getParamWithLongName("tournRate")->getValue()).c_str() );
crossoverType=parser.getParamWithLongName("crossType")->getValue();
srand (seed);
Graph::load(instancePath.c_str());
RouteInit init ;
RouteEval full_eval ;
eoPop <Route> pop (populationSize, init) ;
apply <Route> (full_eval, pop) ;
std :: cout << "[From] " << pop.best_element () << std :: endl ;
eoGenContinue <Route> continu (maxIterations) ;
eoStochTournamentSelect <Route> select_one ;
eoSelectNumber <Route> select (select_one, selectedParentNumber) ;
eoQuadOp <Route>*crossover;
if(crossoverType.compare("Partial")==0)
{
crossover=new PartialMappedXover();
}
else if (crossoverType.compare("Order")==0)
{
crossover=new OrderXover();
}
else if (crossoverType.compare("Edge")==0)
{
crossover=new EdgeXover();
}
else
{
throw std::runtime_error("[tsp.cpp]: the crossover type '"+crossoverType+"' is not correct.");
}
CitySwap mutation ;
eoSGATransform <Route> transform (*crossover, crossoverRate, mutation, mutationRate) ;
eoElitism <Route> merge (elitismRate) ;
eoStochTournamentTruncate <Route> reduce (tournamentRate) ;
eoEasyEA <Route> ea (continu, full_eval, select, transform, merge, reduce) ;
ea (pop) ;
std :: cout << "[To] " << pop.best_element () << std :: endl ;
delete(crossover);
return EXIT_SUCCESS;
}
void
manage_configuration_file(eoParser & _parser)
{
std::ofstream os;
_parser.getORcreateParam(std::string("benchs/berlin52.tsp"), "instancePath", "Path to the instance.",
0, "Configuration", false);
_parser.getORcreateParam((unsigned int)time(0), "seed", "Seed for rand.", 0, "Configuration", false);
_parser.getORcreateParam((unsigned int)100, "popSize", "Size of the population.", 0, "Configuration", false);
_parser.getORcreateParam((unsigned int)1000, "maxIter", "Maximum number of iterations.", 0, "Configuration", false);
_parser.getORcreateParam((double)1.0, "crossRate", "Probability of crossover.", 0, "Configuration", false);
_parser.getORcreateParam((double)0.01, "mutRate", "Probability of mutation.", 0, "Configuration", false);
_parser.getORcreateParam((unsigned int)100, "nbSelPar", "Number of selected parents.", 0, "Configuration", false);
_parser.getORcreateParam((double)1.0, "elitismRate", "Percentage of the best individuals kept.", 0, "Configuration", false);
_parser.getORcreateParam((double)0.7, "tournRate", "Percentage of the individuals used during the tournament.",
0, "Configuration", false);
_parser.getORcreateParam(std::string("Partial"), "crossType", "Crossover to use, it can be 'Partial', 'Order' or 'Edge'.",
0, "Configuration", false);
if (_parser.userNeedsHelp())
{
_parser.printHelp(std::cout);
exit(EXIT_FAILURE);
}
os.open("current_param");
if(!os.is_open())
{
throw std::runtime_error("[tsp.cpp]: the file current_param cannot be created.");
}
os <<_parser;
os.close();
}