from algorithms.genetic.genome import Genome
from algorithms.genetic.map_importer_exporter import export_map
from population import Population


def main() -> None:
    population_size = 500
    mutation_rate = 0.3

    population = Population(mutation_rate, population_size, 60)

    while not population.evaluate():
        # create next generation
        population.generate()

        # calc fitness
        population.calc_fitness()

    print(population.best_genome.grid)
    print("Fitness of the best: ", population.best_genome.fitness)

    export_map(population.best_genome.grid)


if __name__ == '__main__':
    main()