def testUtility():
mean = []
stdDev = []
variance = []
fitness = []
solutions = []
for i in range(10):
c = Controller(3, 40)
solutions.append(c.ACO(1000, 1.3, 0.4, 0.5, 0.05))
stdDev.append(c.standardDeviation())
variance.append(c.variance())
mean.append(c.mean())
fitness.append(c._bestSolution.fitness())
return [mean, fitness, variance, stdDev, solutions]
class UI:
def __init__(self):
self._controller = None
def run(self):
print(
"Will print best solution found atm with current fitness (the lower, the better) + \n + (Values in paranthesis are recommended values)"
)
individualSize = int(input("Solution size>"))
populationSize = int(input("Population size>"))
iterationsAllowed = int(input("Iterations allowed>"))
alpha = float(input("alpha (1.3)>"))
beta = float(input("beta (0.4)>"))
q0 = float(input("q0 (0.5)>"))
rho = float(input("rho (0.05)>"))
self._controller = Controller(individualSize, populationSize)
sol = self._controller.ACO(iterationsAllowed, alpha, beta, q0, rho)
print("SOLUTION:")
print(sol)
print(sol.fitness())
