class God:
generation = None
def initializeFirstGeneration(self):
self.generation = Generation(0)
def applyEvolution(self):
empty = []
empty2 = [] #number of stay puts
for i in range(NUM_GENERATIONS):
self.generation, normalizedScore, bestScore, number_of_stay_puts = self.generation.applyEvolution(
)
print(str(normalizedScore) + ',' + str(bestScore))
empty.append(bestScore)
empty2.append(number_of_stay_puts)
with open('results.txt', 'a') as file:
file.write(str(normalizedScore) + ',' + str(bestScore) + '\n')
plt.plot(empty2, 'r-', label='Number of stay puts')
plt.plot(empty, 'b-', label='Fitness in the population')
plt.ylabel("Best Fitness in Population")
plt.xlabel("Generation")
plt.legend()
plt.savefig('foo.png')
plt.show()
