def test_init_population_individual(self):
r"""Test if custom generation initialization works ok."""
a = Algorithm(population_size=10, initialization_function=init_pop_individual, individual_type=Individual)
t = Task(problem=MyProblem(dimension=20))
i = Individual(x=np.zeros(t.dimension), task=t)
pop, fpop, d = a.init_population(t)
for e in pop:
self.assertEqual(i, e)
def test_init_population_numpy(self):
r"""Test if custom generation initialization works ok."""
a = Algorithm(population_size=10,
initialization_function=init_pop_numpy)
t = Task(problem=MyProblem(dimension=20))
self.assertTrue(
np.array_equal(np.zeros((10, t.dimension)),
a.init_population(t)[0]))
def test_algorithm_getParameters(self):
r"""Check if method works fine."""
algo = Algorithm()
params = algo.get_parameters()
self.assertIsNotNone(params)
def setUp(self):
self.seed = 1
self.rng = default_rng(self.seed)
self.a = Algorithm(seed=self.seed)
