1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using System;
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23 | using System.Collections.Generic;
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24 | using System.Text;
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25 | using HeuristicLab.Core;
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26 | using HeuristicLab.Data;
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27 |
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28 | namespace HeuristicLab.Permutation {
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29 | /// <summary>
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30 | /// Performs a cross over permutation between two permutation arrays by taking randomly chosen
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31 | /// reverse and forward intervals from the first permutation array inserting
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32 | /// it in the child on different positions depending on the second permutation array.
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33 | /// </summary>
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34 | public class CosaCrossover : PermutationCrossoverBase {
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35 | /// <inheritdoc select="summary"/>
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36 | public override string Description {
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37 | get { return @"TODO\r\nOperator description still missing ..."; }
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38 | }
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39 |
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40 | /// <summary>
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41 | /// Performs a cross over permutation of <paramref name="parent1"/> and <paramref name="parent2"/>
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42 | /// by taking first the reverse elements of a randomly chosen interval of parent1
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43 | /// and inserting it in the result at a position specified by the permutation of parent2.
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44 | /// The remaining elements to be inserted are taken again from parent1 in the forward direction.
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45 | /// </summary>
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46 | /// <param name="random">The random number generator.</param>
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47 | /// <param name="parent1">The parent scope 1 to cross over.</param>
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48 | /// <param name="parent2">The parent scope 2 to cross over.</param>
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49 | /// <returns>The created cross over permutation as int array.</returns>
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50 | public static int[] Apply(IRandom random, int[] parent1, int[] parent2) {
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51 | int length = parent1.Length;
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52 | int[] result = new int[length];
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53 | int crossPoint, startIndex, endIndex;
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54 |
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55 | crossPoint = random.Next(length);
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56 | startIndex = (crossPoint + 1) % length;
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57 |
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58 | int i = 0;
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59 | while ((i < parent2.Length) && (parent2[i] != parent1[startIndex])) { // find index of start value in second permutation
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60 | i++;
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61 | }
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62 | i = (i + 1) % length;
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63 | int j = 0;
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64 | while ((j < parent1.Length) && (parent1[j] != parent2[i])) { // find index of parent2[i] in first permutation
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65 | j++;
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66 | }
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67 | endIndex = (j - 1 + length) % length;
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68 |
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69 | i = endIndex;
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70 | j = 0;
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71 | do { // permutation from end to crosspoint (backwards)
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72 | result[j] = parent1[i];
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73 | i = (i - 1 + length) % length;
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74 | j++;
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75 | } while (i != crossPoint);
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76 |
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77 | i = (endIndex + 1) % length;
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78 | while (i != crossPoint) { // permutation from end to crosspoint (forwards)
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79 | result[j] = parent1[i];
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80 | i = (i + 1) % length;
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81 | j++;
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82 | }
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83 | result[j] = parent1[crossPoint]; // last station: crosspoint
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84 | return result;
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85 | }
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86 |
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87 | /// <summary>
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88 | /// Performs a COSA crossover operation for two given parent permutations.
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89 | /// </summary>
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90 | /// <exception cref="InvalidOperationException">Thrown if there are not exactly two parents.</exception>
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91 | /// <param name="scope">The current scope.</param>
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92 | /// <param name="random">A random number generator.</param>
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93 | /// <param name="parents">An array containing the two permutations that should be crossed.</param>
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94 | /// <returns>The newly created permutation, resulting from the crossover operation.</returns>
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95 | protected override int[] Cross(IScope scope, IRandom random, int[][] parents) {
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96 | if (parents.Length != 2) throw new InvalidOperationException("ERROR in CosaCrossover: The number of parents is not equal to 2");
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97 | return Apply(random, parents[0], parents[1]);
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98 | }
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99 | }
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100 | }
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