def class3_test(nb_whales=30, max_iter=50, b=1.5, a=4, beta=1.5):
print("__________CLASSE 03 ________________")
file = open("Résultats_Scholl_Classe3_ILWOA.txt", "a")
file.write(
"===========b={0}, a={1}, max_iter={2}, nb_whales={3}============\n".
format(b, a, max_iter, nb_whales))
i = 0
for filename in os.listdir("./Instances_scholl/classe3"):
if filename.endswith(".txt"):
n, c, liste = Instances_reader.ReadInstance(
"./Instances_scholl/classe3" + "/" + filename)
obj_l = Instances_generator.generate_obj_list2(liste, n)
ilwoa = ILWOA(objects_list=obj_l, capacity=c)
start_time = time.time()
nbin, _ = ilwoa.optimize(nb_whales=nb_whales,
max_iter=max_iter,
b=b,
a=a,
beta=beta)
t_exec = time.time() - start_time
file.write(filename[0:len(filename) - 4] + " " +
str(t_exec) + " " + str(nbin) + "\n")
i = i + 1
file.close()
def exploit_explor_eval(instances=[
"./Instances_scholl/classe1/N4C2W4_F.txt",
"./Instances_scholl/classe2/N1W3B3R3.txt",
"./Instances_scholl/classe3/HARD7.txt"
],
nb_whales=30,
max_iter=50,
b=1.5,
a=4):
file = open("exploit_explor_eval_ILWOA.txt", "a")
file.write(
"===========b={0}, a={1}, max_iter={2}, nb_whales={3}============\n".
format(b, a, max_iter, nb_whales))
i = 0
for filename in instances:
n, c, liste = Instances_reader.ReadInstance(filename)
obj_l = Instances_generator.generate_obj_list2(liste, n)
ilwoa = ILWOA(objects_list=obj_l, capacity=c)
_, evals = ilwoa.optimize(nb_whales=nb_whales,
max_iter=max_iter,
b=b,
a=a)
file.write(filename[28:len(filename) - 4] + " " + str(evals) +
"\n")