"""Mutation implementation for binary solution, swap bit randomly from solution """ # main imports import random import sys # module imports from .Mutation import Mutation from ...utils.modules import load_class class SimpleBinaryMutation(Mutation): """Mutation implementation for binary solution, swap bit randomly from solution Attributes: kind: {KindOperator} -- specify the kind of operator """ def apply(self, _solution): """Create new solution based on solution passed as parameter Args: _solution: {Solution} -- the solution to use for generating new solution Returns: {Solution} -- new generated solution """ size = _solution.size cell = random.randint(0, size - 1) # copy data of solution currentData = _solution.data.copy() # swicth values if currentData[cell]: currentData[cell] = 0 else: currentData[cell] = 1 # create solution of same kind with new data class_name = type(_solution).__name__ # dynamically load solution class if unknown if class_name not in sys.modules: load_class(class_name, globals()) return getattr(globals()['macop.solutions.' + class_name], class_name)(currentData, size)