#region License Information
/* HeuristicLab
* Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Text;
using HeuristicLab.Core;
using HeuristicLab.Data;
namespace HeuristicLab.Permutation {
///
/// Performs a cross over permutation between two permutation arrays based on randomly chosen positions.
///
public class PositionBasedCrossover : PermutationCrossoverBase {
///
public override string Description {
get { return @"TODO\r\nOperator description still missing ..."; }
}
///
/// Performs a cross over permutation of and
/// based on randomly chosen positions to define which position to take from where.
///
/// The random number generator.
/// The permutation array of parent 1.
/// The permutation array of parent 2.
/// The created cross over permutation as int array.
public static int[] Apply(IRandom random, int[] parent1, int[] parent2) {
int length = parent1.Length;
int[] result = new int[length];
bool[] randomPosition = new bool[length];
bool[] numberCopied = new bool[length];
int randomPosNumber = random.Next(length);
for (int i = 0; i < randomPosNumber; i++) { // generate random bit mask
randomPosition[random.Next(length)] = true;
}
for (int i = 0; i < length; i++) { // copy numbers masked as true from second permutation
if (randomPosition[i]) {
result[i] = parent2[i];
numberCopied[parent2[i]] = true;
}
}
int index = 0;
for (int i = 0; i < length; i++) { // copy numbers masked as false from first permutation
if (!numberCopied[parent1[i]]) {
if (randomPosition[index]) {
while (randomPosition[index]) {
index++;
}
}
result[index] = parent1[i];
index++;
}
}
return result;
}
///
/// Performs a position-based crossover operation for two given parent permutations.
///
/// Thrown if there are not exactly two parents.
/// The current scope.
/// A random number generator.
/// An array containing the two permutations that should be crossed.
/// The newly created permutation, resulting from the crossover operation.
protected override int[] Cross(IScope scope, IRandom random, int[][] parents) {
if (parents.Length != 2) throw new InvalidOperationException("ERROR in PositionBasedCrossover: The number of parents is not equal to 2");
return Apply(random, parents[0], parents[1]);
}
}
}