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source: branches/ScatterSearch/HeuristicLab.Algorithms.ScatterSearch/3.3/TravelingSalesman/TravelingSalesmanSimilarityCalculator.cs @ 7786

Last change on this file since 7786 was 7786, checked in by jkarder, 12 years ago

#1331:

  • fixed bug in path relinking selection
  • fixed bug in ScatterSearch.Prepare()
  • added custom interface (IImprovementOperator) for Scatter Search specific improvement operators
  • switched from diversity calculation to similarity calculation
  • separated IPathRelinker from ICrossover
  • changed TestFunctionsImprovementOperator to use reflection for evaluating functions
  • changed SolutionPoolUpdateMethod to use similarity calculation for solution comparison
  • improved TravelingSalesmanImprovementOperator
  • improved operator graph
  • removed specific operators used to evaluate TestFunctions problems
  • removed custom crossover operator (NChildCrossover)
  • added parameters and adjusted types
  • adjusted event handling
  • changed access levels
  • minor code improvements
File size: 2.6 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2012 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 HeuristicLab.Common;
23using HeuristicLab.Core;
24using HeuristicLab.Encodings.PermutationEncoding;
25using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
26
27namespace HeuristicLab.Algorithms.ScatterSearch.TravelingSalesman {
28  /// <summary>
29  /// An operator that performs similarity calculation between two traveling salesman solutions.
30  /// </summary>
31  [Item("TravelingSalesmanSimilarityCalculator", "An operator that performs similarity calculation between two traveling salesman solutions.")]
32  [StorableClass]
33  public sealed class TravelingSalesmanSimilarityCalculator : SimilarityCalculator {
34    [StorableConstructor]
35    private TravelingSalesmanSimilarityCalculator(bool deserializing) : base(deserializing) { }
36    private TravelingSalesmanSimilarityCalculator(TravelingSalesmanSimilarityCalculator original, Cloner cloner) : base(original, cloner) { }
37    public TravelingSalesmanSimilarityCalculator() : base() { }
38
39    public override IDeepCloneable Clone(Cloner cloner) {
40      return new TravelingSalesmanSimilarityCalculator(this, cloner);
41    }
42
43    protected override double CalculateDiversity(IScope left, IScope right) {
44      Permutation v1 = left.Variables["TSPTour"].Value as Permutation;
45      Permutation v2 = right.Variables["TSPTour"].Value as Permutation;
46
47      int[,] edges = new int[v2.Length, 2];
48      for (int i = 0; i < v2.Length; i++) {
49        edges[v2[i], 0] = v2[(i + 1) % v2.Length];
50        edges[v2[i], 1] = v2[(i - 1 + v2.Length) % v2.Length];
51      }
52
53      double similarity = 0.0;
54      for (int i = 0; i < v1.Length; i++) {
55        int targetCity = v1[(i + 1) % v1.Length];
56        if (targetCity == edges[v1[i], 0] || targetCity == edges[v1[i], 1])
57          similarity++;
58      }
59
60      return similarity / v1.Length;
61    }
62  }
63}
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