add an evaluator wrapper that keep the best individual found so far

This commit is contained in:
Johann Dreo 2012-09-06 20:52:15 +02:00
commit de201e1007
4 changed files with 187 additions and 0 deletions

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#include <iostream>
#include <es/make_real.h>
#include <apply.h>
#include <eoEvalKeepBest.h>
#include "real_value.h"
using namespace std;
int main(int argc, char* argv[])
{
typedef eoReal<eoMinimizingFitness> EOT;
eoParser parser(argc, argv); // for user-parameter reading
eoState state; // keeps all things allocated
/*********************************************
* problem or representation dependent stuff *
*********************************************/
// The evaluation fn - encapsulated into an eval counter for output
eoEvalFuncPtr<EOT, double, const std::vector<double>&>
main_eval( real_value ); // use a function defined in real_value.h
// wrap the evaluation function in a call counter
eoEvalFuncCounter<EOT> eval_counter(main_eval);
// the genotype - through a genotype initializer
eoRealInitBounded<EOT>& init = make_genotype(parser, state, EOT());
// Build the variation operator (any seq/prop construct)
eoGenOp<EOT>& op = make_op(parser, state, init);
/*********************************************
* Now the representation-independent things *
*********************************************/
// initialize the population - and evaluate
// yes, this is representation indepedent once you have an eoInit
eoPop<EOT>& pop = make_pop(parser, state, init);
// stopping criteria
eoContinue<EOT> & term = make_continue(parser, state, eval_counter);
// things that are called at each generation
eoCheckPoint<EOT> & checkpoint = make_checkpoint(parser, state, eval_counter, term);
// wrap the evaluator in another one that will keep the best individual
// evaluated so far
eoEvalKeepBest<EOT> eval_keep( eval_counter );
// algorithm
eoAlgo<EOT>& ea = make_algo_scalar(parser, state, eval_keep, checkpoint, op);
/***************************************
* Now, call functors and DO something *
***************************************/
// to be called AFTER all parameters have been read!
make_help(parser);
// evaluate intial population AFTER help and status in case it takes time
apply<EOT>(eval_keep, pop);
std::clog << "Best individual after initialization and " << eval_counter.value() << " evaluations" << std::endl;
std::cout << eval_keep.best_element() << std::endl;
ea(pop); // run the ea
std::cout << "Best individual after search and " << eval_counter.value() << " evaluations" << std::endl;
// you can also call value(), because it is an eoParam
std::cout << eval_keep.value() << std::endl;
}