1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2015 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 HeuristicLab.Analysis;
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24 | using HeuristicLab.Common;
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25 | using HeuristicLab.Core;
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26 | using HeuristicLab.Data;
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27 | using HeuristicLab.Encodings.PermutationEncoding;
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28 | using HeuristicLab.Parameters;
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29 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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30 |
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31 | namespace HeuristicLab.Problems.TravelingSalesman {
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32 | /// <summary>
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33 | /// An operator for analyzing the frequency of alleles in solutions of Traveling Salesman Problems given in path representation.
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34 | /// </summary>
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35 | [Item("TSPAlleleFrequencyAnalyzer", "An operator for analyzing the frequency of alleles in solutions of Traveling Salesman Problems given in path representation.")]
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36 | [StorableClass]
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37 | public sealed class TSPAlleleFrequencyAnalyzer : AlleleFrequencyAnalyzer<Permutation> {
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38 | public LookupParameter<DoubleMatrix> CoordinatesParameter {
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39 | get { return (LookupParameter<DoubleMatrix>)Parameters["Coordinates"]; }
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40 | }
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41 | public LookupParameter<DistanceMatrix> DistanceMatrixParameter {
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42 | get { return (LookupParameter<DistanceMatrix>)Parameters["DistanceMatrix"]; }
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43 | }
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44 |
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45 | [StorableConstructor]
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46 | private TSPAlleleFrequencyAnalyzer(bool deserializing) : base(deserializing) { }
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47 | private TSPAlleleFrequencyAnalyzer(TSPAlleleFrequencyAnalyzer original, Cloner cloner) : base(original, cloner) { }
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48 | public TSPAlleleFrequencyAnalyzer()
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49 | : base() {
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50 | Parameters.Add(new LookupParameter<DoubleMatrix>("Coordinates", "The x- and y-coordinates of the cities."));
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51 | Parameters.Add(new LookupParameter<DistanceMatrix>("DistanceMatrix", "The matrix which contains the distances between the cities."));
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52 | }
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53 |
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54 | public override IDeepCloneable Clone(Cloner cloner) {
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55 | return new TSPAlleleFrequencyAnalyzer(this, cloner);
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56 | }
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57 |
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58 | protected override Allele[] CalculateAlleles(Permutation solution) {
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59 | Allele[] alleles = new Allele[solution.Length];
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60 | DoubleMatrix coords = CoordinatesParameter.ActualValue;
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61 | DistanceMatrix dm = DistanceMatrixParameter.ActualValue;
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62 | if (dm == null && coords == null) throw new InvalidOperationException("Neither a distance matrix nor coordinates were given.");
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63 | int source, target, h;
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64 | double impact;
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65 |
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66 | for (int i = 0; i < solution.Length - 1; i++) {
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67 | source = solution[i];
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68 | target = solution[i + 1];
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69 | if (source > target) { h = source; source = target; target = h; }
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70 | impact = dm != null ? dm[source, target] : CalculateLength(coords[source, 0], coords[source, 1], coords[target, 0], coords[target, 1]);
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71 | alleles[i] = new Allele(source.ToString() + "-" + target.ToString(), impact);
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72 | }
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73 | source = solution[solution.Length - 1];
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74 | target = solution[0];
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75 | if (source > target) { h = source; source = target; target = h; }
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76 | impact = dm != null ? dm[source, target] : CalculateLength(coords[source, 0], coords[source, 1], coords[target, 0], coords[target, 1]);
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77 | alleles[alleles.Length - 1] = new Allele(source.ToString() + "-" + target.ToString(), impact);
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78 |
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79 | return alleles;
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80 | }
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81 |
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82 | private double CalculateLength(double x1, double y1, double x2, double y2) {
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83 | return Math.Sqrt((x1 - x2) * (x1 - x2) + (y1 - y2) * (y1 - y2));
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84 | }
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85 | }
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86 | }
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