def __init__(self, hidden_neurons, evolving_iterations, game_iterations, population_size):
table = [yamb.Column(i) for i in range(6)]
self.best_game = yamb.Yamb(table)
self.game_iterations = game_iterations
self.population_size = population_size
self.iterations = evolving_iterations
self.hidden_neurons = hidden_neurons
self.population = [NeuralNetwork(self.hidden_neurons, game_iterations) for _ in range(population_size)]
def __init__(self, populationSize):
self.__population_size = populationSize
self.__networks = []
self.__parameter_list = (3, 8, 3)
for i in range(self.__population_size):
self.__networks.append(NeuralNetwork(self.__parameter_list))
self.__best_network = self.__networks[0]
self.__generation = 1
def fill_population(self):
while len(self.population) < self.population_size:
self.population.append(NeuralNetwork(self.hidden_neurons, self.game_iterations))