class Tournament:
@staticmethod
def select(pop, evaluated_pop, k):
winners = []
counter = 0
i = 0
for i in range(0, evaluated_pop.size - k, k):
candidate_scores = evaluated_pop[i:i + k]
index_best_candidate = np.argmax(candidate_scores)
winners.append(pop[i + index_best_candidate])
winners = np.array(winners)
return winners
class BestSelection:
@staticmethod
def select(pop, evaluated_pop, k):
winners = []
indexes = evaluated_pop.argsort()[-k:]
for i in range(k):
winners.append(pop[indexes[i]])
winners = np.array(winners)
return winners
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