stResult<TCity> * main_genetic(mySlimTree* SlimTree, TCity * queryObject, stDistance range)
{
time_t begin, end;
begin = time(NULL);
srand(time(NULL));
Population * pop = new_population();
Population * aux_pop = new_empty_population();
infeasible(SlimTree, pop);
set_genotype(pop);
evaluate_fitness(pop, SlimTree, queryObject, range);
#if DEBUG
print_population(pop ,"Pop", number_of_gerations);
#endif
while( (number_of_gerations < MAX_NUMBER_OF_GERATIONS) && (delta_fitness > 0.0001) )
{
number_of_gerations++;
#if DEBUG
cout << "Number of Gerations: "<< number_of_gerations << endl;
#endif
selection_by_tournament(pop, aux_pop);
#if DEBUG
cout << "Torneio" << endl;
#endif
crossover_uniform(aux_pop);
#if DEBUG
cout << "Crossover Uniforme" << endl;
#endif
mutation(aux_pop);
#if DEBUG
cout << "Mutação" << endl;
#endif
set_phenotype(aux_pop);
#if DEBUG
cout << "Fenotipo" << endl;
#endif
infeasible(SlimTree, aux_pop);
#if DEBUG
cout << "Infactibilidade" << endl;
#endif
set_genotype(aux_pop);
#if DEBUG
cout << "Fenotipo" << endl;
#endif
copy_population(aux_pop, pop);
#if DEBUG
cout << "Copiar aux pop" << endl;
#endif
evaluate_fitness(pop, SlimTree, queryObject, range);
#if DEBUG
cout << "Fitness" << endl;
#endif
old_media_of_fitness = media_of_fitness;
media_of_fitness = get_media_of_population(pop);
delta_fitness = fabs(media_of_fitness - old_media_of_fitness);
}
end = time(NULL);
#if DEBUG
print_population(pop, "PopulatioN", number_of_gerations);
print_statistic(pop, begin, end);
#endif
}
void ClonalParasitePopulation::mutate_to(Genotype* genotype) {
//TODO:: do other statistic things
set_genotype(genotype);
}