paradiseo/moeo/tutorial/Lesson4/FlowShopDMLS.cpp
2012-08-30 11:30:11 +02:00

144 lines
4.9 KiB
C++

/*
* <FlowShopDMLS.cpp>
* 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
*
*/
//-----------------------------------------------------------------------------
// moeo general include
#include <moeo>
// for the creation of an evaluator
#include <make_eval_FlowShop.h>
// for the creation of an initializer
#include <make_genotype_FlowShop.h>
// for the creation of the variation operators
#include <make_op_FlowShop.h>
// how to initialize the population
#include <do/make_pop.h>
// checks for help demand, and writes the status file and make_help; in libutils
void make_help(eoParser & _parser);
// definition of the representation
#include <FlowShop.h>
#include <problems/permutation/moShiftNeighbor.h>
#include <neighborhood/moOrderNeighborhood.h>
#include <utils/moeoFullEvalByCopy.h>
using namespace std;
int main(int argc, char* argv[])
{
try
{
//define a neighbor
typedef moShiftNeighbor<FlowShop, FlowShopObjectiveVector> Neighbor;
eoParser parser(argc, argv); // for user-parameter reading
eoState state; // to keep all things allocated
unsigned int maxGen = parser.createParam((unsigned int)(100), "maxGen", "Maximum number of gen.",'G',"Stopping criterion").value();
unsigned int nhSize = parser.createParam((unsigned int)(20), "nhSize", "neighborhood size",'G',"Evolution Engine").value();
/*** the representation-dependent things ***/
// The fitness evaluation
eoEvalFuncCounter<FlowShop>& eval = do_make_eval(parser, state);
// the genotype (through a genotype initializer)
eoInit<FlowShop>& init = do_make_genotype(parser, state);
/*** the representation-independent things ***/
// initialization of the population
eoPop<FlowShop>& pop = do_make_pop(parser, state, init);
// definition of the archive
moeoUnboundedArchive<FlowShop> arch;
// stopping criteria
//Continuator
eoGenContinue<FlowShop> term(maxGen);
// checkpointing
eoCheckPoint<FlowShop> checkpoint(term);
moeoArchiveUpdater < FlowShop > updater(arch, pop);
checkpoint.add(updater);
//neighborhood
moOrderNeighborhood<Neighbor> neighborhood((nhSize-1) * (nhSize-1));
//neighbor Evaluation function
moeoFullEvalByCopy<Neighbor> moEval(eval);
//Selection in the archive
moeoNumberUnvisitedSelect<FlowShop> select(1);
//explorer
moeoFirstImprovingNeighborhoodExplorer<Neighbor> explor(neighborhood, moEval);
//DMLS(1.1>)
moeoUnifiedDominanceBasedLS<Neighbor> algo(checkpoint, eval, arch, explor, select);
/*** Go ! ***/
// help ?
make_help(parser);
// first evalution (for printing)
apply<FlowShop>(eval, pop);
for(unsigned int i=0; i<pop.size(); i++)
pop[i].fitness(0);
// printing of the initial population
cout << "Initial Population\n";
pop.sortedPrintOn(cout);
cout << endl;
// run the algo
algo(pop);
// printing of the final archive
cout << "Final Archive\n";
arch.sortedPrintOn(cout);
cout << endl;
}
catch (exception& e)
{
cout << e.what() << endl;
}
return EXIT_SUCCESS;
}