Free cookie consent management tool by TermsFeed Policy Generator

source: trunk/sources/HeuristicLab.Permutation/AbsolutePositionTopologicalCrossover.cs @ 1218

Last change on this file since 1218 was 1218, checked in by swagner, 15 years ago

Refactoring of crossover operators (#470)

File size: 4.1 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2008 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using System;
23using System.Collections.Generic;
24using System.Text;
25using HeuristicLab.Core;
26using HeuristicLab.Data;
27
28namespace HeuristicLab.Permutation {
29  /// <summary>
30  /// Performs a cross over permutation between two permutation arrays by taking
31  /// the entries with the same index (starting at position 0) from both parents
32  /// (minding already inserted values).
33  /// </summary>
34  /// <example>First take the value at position 0 from parent1 then take the value at position 0
35  /// from parent2 if it has not already been inserted, afterwards take the value at position 1 from
36  /// parent1 if it has not already been inserted, then from parent2 and so on.</example>
37  public class AbsolutePositionTopologicalCrossover : PermutationCrossoverBase {
38    /// <inheritdoc select="summary"/>
39    public override string Description {
40      get { return @"TODO\r\nOperator description still missing ..."; }
41    }
42
43    /// <summary>
44    /// Performs a cross over permutation of <paramref name="parent1"/> and <paramref name="parent2"/>
45    /// by taking the values from both parents one by one with the same index starting at position 0.
46    /// </summary>
47    /// <example>First take the value at position 0 from parent1 then take the value at position 0
48    /// from parent2 if it has not already been inserted, afterwards take the value at position 1 from
49    /// parent1 if it has not already been inserted, then from parent2 and so on.</example>
50    /// <param name="random">A random number generator.</param>
51    /// <param name="parent1">The parent scope 1 to cross over.</param>
52    /// <param name="parent2">The parent scope 2 to cross over.</param>
53    /// <returns>The created cross over permutation as int array.</returns>
54    public static int[] Apply(IRandom random, int[] parent1, int[] parent2) {
55      int length = parent1.Length;
56      int[] result = new int[length];
57      bool[] numberCopied = new bool[length];
58      int index;
59
60      index = 0;
61      for (int i = 0; i < length; i++) {  // copy numbers from both parent permutations
62        if (!numberCopied[parent1[i]]) {
63          result[index] = parent1[i];
64          numberCopied[parent1[i]] = true;
65          index++;
66        }
67        if (!numberCopied[parent2[i]]) {
68          result[index] = parent2[i];
69          numberCopied[parent2[i]] = true;
70          index++;
71        }
72      }
73      return result;
74    }
75
76    /// <summary>
77    /// Performs an absolute position topological crossover operation for two given parent permutations.
78    /// </summary>
79    /// <exception cref="InvalidOperationException">Thrown if there are not exactly two parents.</exception>
80    /// <param name="scope">The current scope.</param>
81    /// <param name="random">A random number generator.</param>
82    /// <param name="parents">An array containing the two permutations that should be crossed.</param>
83    /// <returns>The newly created permutation, resulting from the crossover operation.</returns>
84    protected override int[] Cross(IScope scope, IRandom random, int[][] parents) {
85      if (parents.Length != 2) throw new InvalidOperationException("ERROR in AbsolutePositionTopologicalCrossover: The number of parents is not equal to 2");
86      return Apply(random, parents[0], parents[1]);
87    }
88  }
89}
Note: See TracBrowser for help on using the repository browser.