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changing genetic operators

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gustavoromero 2000-11-24 12:33:44 +00:00
commit 6a7102f5b6
3 changed files with 58 additions and 53 deletions
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39
eo/app/gprop/gprop.cc
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@ -11,6 +11,7 @@
#include <eoPop.h> // eoPop
#include <eoGenContinue.h> // eoGenContinue
#include <eoProportional.h> // eoProportional
#include <eoStochTournament.h>
#include <eoSGA.h> // eoSGA
#include "gprop.h" // Chrom eoChromInit eoChromMutation eoChromXover eoChromEvaluator
@ -24,12 +25,12 @@ unsigned in, out, hidden;
// parameters
//-----------------------------------------------------------------------------
eoValueParam<unsigned> pop_size(10, "pop_size", "default population size", 'p');
eoValueParam<unsigned> generations(10, "generations", "default generation number", 'g');
eoValueParam<double> mut_rate(0.1, "mut_rate", "default mutation rate", 'm');
eoValueParam<unsigned> pop_size(10, "pop_size", "population size", 'p');
eoValueParam<unsigned> generations(10, "generations", "number of generation", 'g');
eoValueParam<double> mut_rate(0.1, "mut_rate", "mutation rate", 'm');
eoValueParam<double> xover_rate(0.1, "xover_rate", "default crossover rate", 'x');
eoValueParam<string> file("", "file", "common part of patterns filenames *.trn *.val and *.tst", 'f');
eoValueParam<unsigned> hiddenp(8, "hidden", "default number of neurons in hidden layer", 'h');
eoValueParam<string> file("", "file", "common start of patterns filenames *.trn *.val and *.tst", 'f');
eoValueParam<unsigned> hiddenp(0, "hidden", "number of neurons in hidden layer", 'd');
//-----------------------------------------------------------------------------
// auxiliar functions
@ -108,8 +109,6 @@ void load_file(mlp::set& set, const string& ext)
ifs >> set;
cout << "set.size() = " << set.size() << endl;
if (set.size() == 0)
{
cerr << filename << " data file is empty!";
@ -122,22 +121,30 @@ void load_file(mlp::set& set, const string& ext)
void ga()
{
eoGenContinue<Chrom> continuator(generations.value());
eoProportional<Chrom> select;
// create population
eoInitChrom init;
eoPop<Chrom> pop(pop_size.value(), init);
// evaluate population
eoEvalFuncPtr<Chrom> evaluator(eoChromEvaluator);
apply<Chrom>(evaluator, pop);
// selector
// eoProportional<Chrom> select(pop);
eoStochTournament<Chrom> select;
// genetic operators
eoChromMutation mutation(generations);
eoChromXover xover;
eoEvalFuncPtr<Chrom> evaluator(eoChromEvaluator);
// genetic algorithm
eoSGA<Chrom> sga(select,
xover, xover_rate.value(),
mutation, mut_rate.value(),
evaluator,
continuator);
eoInitChrom init;
eoPop<Chrom> pop(pop_size.value(), init);
apply<Chrom>(evaluator, pop);
cout << pop << endl;
sga(pop);