# main imports import random import sys # module imports from .Crossover import Crossover from ...solutions.BinarySolution import BinarySolution from ...solutions.Solution import Solution class SimpleCrossover(Crossover): def apply(self, solution, secondSolution=None): size = solution.size # copy data of solution firstData = solution.data.copy() secondData = secondSolution.data.copy() splitIndex = int(size / 2) if random.uniform(0, 1) > 0.5: firstData[splitIndex:(size - 1)] = firstData[splitIndex:(size - 1)] currentData = firstData else: secondData[splitIndex:(size - 1)] = firstData[splitIndex:(size - 1)] currentData = secondData # create solution of same kind with new data return globals()[type(solution).__name__](currentData, size)