GAULFUNC population *ga_genesis_int( const int population_size,
const int num_chromo,
const int len_chromo,
GAgeneration_hook generation_hook,
GAiteration_hook iteration_hook,
GAdata_destructor data_destructor,
GAdata_ref_incrementor data_ref_incrementor,
GAevaluate evaluate,
GAseed seed,
GAadapt adapt,
GAselect_one select_one,
GAselect_two select_two,
GAmutate mutate,
GAcrossover crossover,
GAreplace replace,
vpointer userdata )
{
plog(LOG_FIXME, "Use of ga_genesis_int() is deprecated. Modify code to use ga_genesis_integer() instead.");
return ga_genesis_integer( population_size, num_chromo, len_chromo,
generation_hook, iteration_hook,
data_destructor, data_ref_incrementor,
evaluate, seed, adapt,
select_one, select_two, mutate, crossover, replace,
userdata );
}
int main(int argc, char **argv)
{
int i; /* Runs. */
population *pop=NULL; /* Population of solutions. */
char *beststring=NULL; /* Human readable form of best solution. */
size_t beststrlen=0; /* Length of beststring. */
for (i=0; i<50; i++)
{
if (pop) ga_extinction(pop);
random_seed(424242*i);
pop = ga_genesis_integer(
50, /* const int population_size */
1, /* const int num_chromo */
25, /* const int len_chromo */
NULL, /*pingpong_ga_callback,*/ /* GAgeneration_hook generation_hook */
NULL, /* GAiteration_hook iteration_hook */
NULL, /* GAdata_destructor data_destructor */
NULL, /* GAdata_ref_incrementor data_ref_incrementor */
pingpong_score, /* GAevaluate evaluate */
pingpong_seed, /* GAseed seed */
NULL, /* GAadapt adapt */
ga_select_one_randomrank, /* GAselect_one select_one */
ga_select_two_randomrank, /* GAselect_two select_two */
pingpong_mutate, /* GAmutate mutate */
pingpong_crossover, /* GAcrossover crossover */
NULL, /* GAreplace replace */
NULL /* vpointer User data */
);
ga_population_set_parameters(
pop, /* population *pop */
GA_SCHEME_DARWIN, /* const ga_scheme_type scheme */
GA_ELITISM_PARENTS_SURVIVE, /* const ga_elitism_type elitism */
0.5, /* double crossover */
0.5, /* double mutation */
0.0 /* double migration */
);
ga_evolution(
pop, /* population *pop */
200 /* const int max_generations */
);
pingpong_ga_callback(i, pop);
}
printf("The final solution found was:\n");
beststring = ga_chromosome_integer_to_string(pop, ga_get_entity_from_rank(pop,0), beststring, &beststrlen);
printf("%s\n", beststring);
ga_extinction(pop);
s_free(beststring);
exit(EXIT_SUCCESS);
}
int main(int argc, char **argv)
{
population *pop=NULL; /* Population of solutions. */
char *beststring=NULL; /* Human readable form of best solution. */
size_t beststrlen=0; /* Length of beststring. */
random_seed(20092004);
pop = ga_genesis_integer(
200, /* const int population_size */
1, /* const int num_chromo */
100, /* const int len_chromo */
NULL, /* GAgeneration_hook generation_hook */
NULL, /* GAiteration_hook iteration_hook */
NULL, /* GAdata_destructor data_destructor */
NULL, /* GAdata_ref_incrementor data_ref_incrementor */
all5s_score, /* GAevaluate evaluate */
ga_seed_integer_random, /* GAseed seed */
NULL, /* GAadapt adapt */
ga_select_one_sus, /* GAselect_one select_one */
ga_select_two_sus, /* GAselect_two select_two */
ga_mutate_integer_singlepoint_drift, /* GAmutate mutate */
ga_crossover_integer_singlepoints, /* GAcrossover crossover */
NULL, /* GAreplace replace */
NULL /* vpointer User data */
);
ga_population_set_allele_min_integer(pop, 0);
ga_population_set_allele_max_integer(pop, 10);
ga_population_set_parameters(
pop, /* population *pop */
GA_SCHEME_DARWIN, /* const ga_scheme_type scheme */
GA_ELITISM_PARENTS_SURVIVE, /* const ga_elitism_type elitism */
0.8, /* double crossover */
0.05, /* double mutation */
0.0 /* double migration */
);
ga_evolution(
pop, /* population *pop */
250 /* const int max_generations */
);
/* Display final solution. */
printf("The final solution was:\n");
beststring = ga_chromosome_integer_to_string(pop, ga_get_entity_from_rank(pop,0), beststring, &beststrlen);
printf("%s\n", beststring);
printf("With score = %f\n", ga_get_entity_from_rank(pop,0)->fitness);
/* Free memory. */
ga_extinction(pop);
s_free(beststring);
exit(EXIT_SUCCESS);
}
int main(int argc, char **argv)
{
int i; /* Runs. */
int j; /* Loop variable. */
population *pop=NULL; /* Population of solutions. */
int map[WILDFIRE_X_DIMENSION*WILDFIRE_Y_DIMENSION]; /* Map. */
int count=0; /* Number of cisterns. */
random_seed(23091975);
pop = ga_genesis_integer(
100, /* const int population_size */
1, /* const int num_chromo */
WILDFIRE_X_DIMENSION*WILDFIRE_Y_DIMENSION,/* const int len_chromo */
wildfire_ga_callback, /* GAgeneration_hook generation_hook */
NULL, /* GAiteration_hook iteration_hook */
NULL, /* GAdata_destructor data_destructor */
NULL, /* GAdata_ref_incrementor data_ref_incrementor */
wildfire_score, /* GAevaluate evaluate */
wildfire_seed, /* GAseed seed */
NULL, /* GAadapt adapt */
ga_select_one_roulette_rebased, /* GAselect_one select_one */
ga_select_two_roulette_rebased, /* GAselect_two select_two */
wildfire_mutate_flip, /* GAmutate mutate */
wildfire_crossover, /* GAcrossover crossover */
NULL, /* GAreplace replace */
NULL /* vpointer User data */
);
ga_population_set_parameters(
pop, /* population *pop */
GA_SCHEME_DARWIN, /* const ga_scheme_type scheme */
GA_ELITISM_PARENTS_SURVIVE, /* const ga_elitism_type elitism */
0.8, /* double crossover */
0.2, /* double mutation */
0.0 /* double migration */
);
ga_evolution_forked(
pop, /* population *pop */
250 /* const int max_generations */
);
printf( "Best solution, with score %d, was:\n",
(int) ga_entity_get_fitness(ga_get_entity_from_rank(pop,0)) );
/* Decode chromsome, and count number of cisterns. */
for(i=0; i<WILDFIRE_X_DIMENSION*WILDFIRE_Y_DIMENSION; i++)
{
map[i] = ((int *)ga_get_entity_from_rank(pop,0)->chromosome[0])[i];
if (map[i]) count++;
}
printf("%d cisterns\n", count);
for (i=0; i<WILDFIRE_Y_DIMENSION; i++)
{
for (j=0; j<WILDFIRE_X_DIMENSION; j++)
{
printf("%s ", ((int *)ga_get_entity_from_rank(pop,0)->chromosome[0])[i*WILDFIRE_X_DIMENSION+j]?"X":"-");
}
printf("\n");
}
wildfire_simulation(map, TRUE);
printf("\n");
wildfire_simulation(map, TRUE);
printf("\n");
wildfire_simulation(map, TRUE);
printf("\n");
wildfire_simulation(map, TRUE);
printf("\n");
ga_extinction(pop);
exit(EXIT_SUCCESS);
}