1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2010 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 HeuristicLab.Core;
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23 | using HeuristicLab.Data;
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24 | using HeuristicLab.Encodings.PermutationEncoding;
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25 | using HeuristicLab.Parameters;
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26 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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27 |
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28 | namespace HeuristicLab.Problems.TravelingSalesman {
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29 | /// <summary>
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30 | /// A base class for operators which evaluate TSP solutions given in path representation using city coordinates.
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31 | /// </summary>
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32 | [Item("TSPCoordinatesPathEvaluator", "A base class for operators which evaluate TSP solutions given in path representation using city coordinates.")]
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33 | [StorableClass]
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34 | public abstract class TSPCoordinatesPathEvaluator : TSPEvaluator, ITSPCoordinatesPathEvaluator {
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35 | public ILookupParameter<Permutation> PermutationParameter {
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36 | get { return (ILookupParameter<Permutation>)Parameters["Permutation"]; }
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37 | }
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38 | public ILookupParameter<DoubleMatrix> CoordinatesParameter {
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39 | get { return (ILookupParameter<DoubleMatrix>)Parameters["Coordinates"]; }
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40 | }
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41 | public ILookupParameter<DoubleMatrix> DistanceMatrixParameter {
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42 | get { return (ILookupParameter<DoubleMatrix>)Parameters["DistanceMatrix"]; }
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43 | }
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44 | public ILookupParameter<BoolValue> UseDistanceMatrixParameter {
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45 | get { return (ILookupParameter<BoolValue>)Parameters["UseDistanceMatrix"]; }
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46 | }
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47 |
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48 | protected TSPCoordinatesPathEvaluator()
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49 | : base() {
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50 | Parameters.Add(new LookupParameter<Permutation>("Permutation", "The TSP solution given in path representation which should be evaluated."));
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51 | Parameters.Add(new LookupParameter<DoubleMatrix>("Coordinates", "The x- and y-Coordinates of the cities."));
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52 | Parameters.Add(new LookupParameter<DoubleMatrix>("DistanceMatrix", "The matrix which contains the distances between the cities."));
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53 | Parameters.Add(new LookupParameter<BoolValue>("UseDistanceMatrix", "True if a distance matrix should be calculated and used for evaluation, otherwise false."));
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54 | }
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55 |
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56 | public sealed override IOperation Apply() {
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57 | if (UseDistanceMatrixParameter.ActualValue.Value) {
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58 | Permutation p = PermutationParameter.ActualValue;
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59 | DoubleMatrix dm = DistanceMatrixParameter.ActualValue;
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60 |
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61 | if (dm == null) { // calculate distance matrix
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62 | DoubleMatrix c = CoordinatesParameter.ActualValue;
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63 |
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64 | dm = new DoubleMatrix(c.Rows, c.Rows);
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65 | for (int i = 0; i < dm.Rows; i++) {
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66 | for (int j = 0; j < dm.Columns; j++)
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67 | dm[i, j] = CalculateDistance(c[i, 0], c[i, 1], c[j, 0], c[j, 1]);
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68 | }
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69 | DistanceMatrixParameter.ActualValue = dm;
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70 | }
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71 |
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72 | double length = 0;
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73 | for (int i = 0; i < p.Length - 1; i++)
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74 | length += dm[p[i], p[i + 1]];
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75 | length += dm[p[p.Length - 1], p[0]];
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76 | QualityParameter.ActualValue = new DoubleValue(length);
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77 | } else {
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78 | Permutation p = PermutationParameter.ActualValue;
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79 | DoubleMatrix c = CoordinatesParameter.ActualValue;
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80 |
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81 | double length = 0;
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82 | for (int i = 0; i < p.Length - 1; i++)
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83 | length += CalculateDistance(c[p[i], 0], c[p[i], 1], c[p[i + 1], 0], c[p[i + 1], 1]);
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84 | length += CalculateDistance(c[p[p.Length - 1], 0], c[p[p.Length - 1], 1], c[p[0], 0], c[p[0], 1]);
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85 | QualityParameter.ActualValue = new DoubleValue(length);
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86 | }
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87 | return base.Apply();
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88 | }
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89 |
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90 | /// <summary>
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91 | /// Calculates the distance between two points.
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92 | /// </summary>
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93 | /// <param name="x1">The x-coordinate of point 1.</param>
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94 | /// <param name="y1">The y-coordinate of point 1.</param>
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95 | /// <param name="x2">The x-coordinate of point 2.</param>
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96 | /// <param name="y2">The y-coordinate of point 2.</param>
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97 | /// <returns>The calculated distance.</returns>
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98 | protected abstract double CalculateDistance(double x1, double y1, double x2, double y2);
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99 | }
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100 | }
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