"""Mutation implementation for binary solution, swap two bits randomly from solution """ # main imports import random import sys # module imports from .Mutation import Mutation from ...utils.modules import load_class class SimpleMutation(Mutation): """Mutation implementation for binary solution, swap two bits 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 firstCell = 0 secondCell = 0 # copy data of solution currentData = _solution.data.copy() while firstCell == secondCell: firstCell = random.randint(0, size - 1) secondCell = random.randint(0, size - 1) temp = currentData[firstCell] # swicth values currentData[firstCell] = currentData[secondCell] currentData[secondCell] = temp # 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)