def test_conduct_tournament_population_part(optim):
ga = StandardGA(fitness_test_sin_func, optim=optim)
population = list(unsorted_population)
population = sort_population(optim, population)
size = 2
best1, best2 = ga._conduct_tournament(population, size)
if optim == 'max':
assert population[best1].fitness_val >= population[best2].fitness_val
else:
assert population[best1].fitness_val <= population[best2].fitness_val
def test_conduct_tournament_population_part(optim):
ga = StandardGA(fitness_test_sin_func, optim=optim)
population = list(unsorted_population)
population = sort_population(optim, population)
size = 2
best1, best2 = ga._conduct_tournament(population, size)
if optim == 'max':
assert population[best1].fitness_val >= population[best2].fitness_val
else:
assert population[best1].fitness_val <= population[best2].fitness_val
def test_conduct_tournament_whole_population(optim):
ga = StandardGA(fitness_test_sin_func, optim=optim)
population = list(unsorted_population)
population = sort_population(optim, population)
size = len(population)
if optim == 'max':
correct_out = (7, 6)
else:
correct_out = (1, 2)
best1, best2 = ga._conduct_tournament(population, size)
assert (population[best1].fitness_val, population[best2].fitness_val) == correct_out
def test_conduct_tournament_whole_population(optim):
ga = StandardGA(fitness_test_sin_func, optim=optim)
population = list(unsorted_population)
population = sort_population(optim, population)
size = len(population)
if optim == 'max':
correct_out = (7, 6)
else:
correct_out = (1, 2)
best1, best2 = ga._conduct_tournament(population, size)
assert (population[best1].fitness_val,
population[best2].fitness_val) == correct_out
def test_invalid_conduct_tournament(population, size):
ga = StandardGA(fitness_test_sin_func)
with pytest.raises(ValueError):
ga._conduct_tournament(population, size)
def test_invalid_conduct_tournament(population, size):
ga = StandardGA(fitness_test_sin_func)
with pytest.raises(ValueError):
ga._conduct_tournament(population, size)