def plotACO(self):
p = Problem()
controller = Controller(self.__nrOfIndividuals, p.getSize(),
self.__nrOfEvaluations)
fitnesses = []
for i in range(self.__nrOfRuns):
sol = controller.runAlgorithm()
permSolution = sol[0]
print(sol[1])
fitnesses.append(sol[1])
m = np.mean(fitnesses, axis=0)
std = np.std(fitnesses, axis=0)
means = []
stddev = []
for i in range(self.__nrOfRuns):
means.append(m)
stddev.append(std)
plt.plot(range(self.__nrOfRuns), means)
plt.plot(range(self.__nrOfRuns), stddev)
plt.plot(range(self.__nrOfRuns), fitnesses)
plt.show()
def main():
p = Problem()
controller = Controller(15, p.getSize(), 100)
permSolution = controller.runAlgorithm()
finalSolution = p.giveFinalSolution(permSolution[0])
validator = Validator(1000, 30, 40)
validator.plotACO
for i in range(len(finalSolution)):
print(finalSolution[i])
