tutorial PEO modified
git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@903 331e1502-861f-0410-8da2-ba01fb791d7f
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37 changed files with 512 additions and 832 deletions
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@ -52,54 +52,43 @@ int main (int __argc, char *__argv[])
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{
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peo :: init( __argc, __argv );
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const unsigned int VEC_SIZE = 2;
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const unsigned int POP_SIZE = 20;
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const unsigned int MAX_GEN = 300;
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const unsigned int VEC_SIZE = 2;
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const unsigned int POP_SIZE = 20;
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const unsigned int MAX_GEN = 300;
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const double INIT_POSITION_MIN = -2.0;
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const double INIT_POSITION_MAX = 2.0;
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const float CROSS_RATE = 0.8;
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const double EPSILON = 0.01;
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const float MUT_RATE = 0.3;
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const double INIT_POSITION_MAX = 2.0;
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const float CROSS_RATE = 0.8;
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const double EPSILON = 0.01;
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const float MUT_RATE = 0.3;
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rng.reseed (time(0));
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eoGenContinue < Indi > genContPara (MAX_GEN);
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eoCombinedContinue <Indi> continuatorPara (genContPara);
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eoCheckPoint<Indi> checkpoint(continuatorPara);
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peoEvalFunc<Indi> plainEval(f);
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peoSeqPopEval< Indi > eval(plainEval); // Here, the evaluation is sequential
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peoPopEval <Indi> eval(plainEval);
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eoUniformGenerator < double >uGen (INIT_POSITION_MIN, INIT_POSITION_MAX);
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eoInitFixedLength < Indi > random (VEC_SIZE, uGen);
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eoRankingSelect<Indi> selectionStrategy;
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eoSelectNumber<Indi> select(selectionStrategy,POP_SIZE);
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eoSegmentCrossover<Indi> crossover;
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eoSegmentCrossover<Indi> crossover;
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eoUniformMutation<Indi> mutation(EPSILON);
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/******************************************************************************************/
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/* In this lesson, you can choose between :
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*
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* - A sequential transformation (crossover + mutation) : eoSGATransform<Indi> transform(crossover,CROSS_RATE,mutation,MUT_RATE);
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* peoSeqTransform<Indi> eaTransform(transform);
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*
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* OR
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*
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* - A parallel transformation (crossover + mutation) : peoParaSGATransform <Indi> eaTransform(crossover,CROSS_RATE,mutation,MUT_RATE);
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*
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* Unfortunately, if you don't use a crossover which creates two children with two parents,
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* you can't use this operator.
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* In this case, you should send a mail to : paradiseo-help@lists.gforge.inria.fr
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*/
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peoParaSGATransform <Indi> eaTransform(crossover,CROSS_RATE,mutation,MUT_RATE);
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/******************************************************************************************/
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peoTransform<Indi> transform(crossover,CROSS_RATE,mutation,MUT_RATE);
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eoPlusReplacement<Indi> replace;
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eoPop < Indi > pop;
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pop.append (POP_SIZE, random);
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peoEA<Indi> Algo(checkpoint,eval,select,eaTransform,replace);
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Algo(pop);
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eoEasyEA< Indi > eaAlg( checkpoint, eval, select, transform, replace );
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peoWrapper parallelEA( eaAlg, pop);
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eval.setOwner(parallelEA);
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transform.setOwner (parallelEA);
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peo :: run();
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peo :: finalize();
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if (getNodeRank()==1)
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{
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pop.sort();
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std::cout << "Final population :\n" << pop << std::endl;
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}
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}
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