[2975] | 1 | #region License Information
|
---|
| 2 | /* HeuristicLab
|
---|
[17180] | 3 | * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
[2975] | 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 |
|
---|
[7621] | 22 | using System;
|
---|
[4722] | 23 | using HeuristicLab.Common;
|
---|
[2975] | 24 | using HeuristicLab.Core;
|
---|
| 25 | using HeuristicLab.Data;
|
---|
[3053] | 26 | using HeuristicLab.Encodings.PermutationEncoding;
|
---|
[2975] | 27 | using HeuristicLab.Parameters;
|
---|
[16565] | 28 | using HEAL.Attic;
|
---|
[2975] | 29 |
|
---|
[3158] | 30 | namespace HeuristicLab.Problems.TravelingSalesman {
|
---|
[2975] | 31 | /// <summary>
|
---|
| 32 | /// A base class for operators which evaluate TSP solutions given in path representation using city coordinates.
|
---|
| 33 | /// </summary>
|
---|
| 34 | [Item("TSPCoordinatesPathEvaluator", "A base class for operators which evaluate TSP solutions given in path representation using city coordinates.")]
|
---|
[16565] | 35 | [StorableType("4A8D4CC9-C6A6-4611-A140-C21FAA93EDC0")]
|
---|
[2988] | 36 | public abstract class TSPCoordinatesPathEvaluator : TSPEvaluator, ITSPCoordinatesPathEvaluator {
|
---|
[5210] | 37 | private object locker = new object();
|
---|
| 38 |
|
---|
[2988] | 39 | public ILookupParameter<Permutation> PermutationParameter {
|
---|
| 40 | get { return (ILookupParameter<Permutation>)Parameters["Permutation"]; }
|
---|
| 41 | }
|
---|
[3048] | 42 | public ILookupParameter<DoubleMatrix> CoordinatesParameter {
|
---|
| 43 | get { return (ILookupParameter<DoubleMatrix>)Parameters["Coordinates"]; }
|
---|
[2975] | 44 | }
|
---|
[4825] | 45 | public ILookupParameter<DistanceMatrix> DistanceMatrixParameter {
|
---|
| 46 | get { return (ILookupParameter<DistanceMatrix>)Parameters["DistanceMatrix"]; }
|
---|
[3066] | 47 | }
|
---|
| 48 | public ILookupParameter<BoolValue> UseDistanceMatrixParameter {
|
---|
| 49 | get { return (ILookupParameter<BoolValue>)Parameters["UseDistanceMatrix"]; }
|
---|
| 50 | }
|
---|
[2975] | 51 |
|
---|
[4722] | 52 | [StorableConstructor]
|
---|
[16565] | 53 | protected TSPCoordinatesPathEvaluator(StorableConstructorFlag _) : base(_) { }
|
---|
[4722] | 54 | protected TSPCoordinatesPathEvaluator(TSPCoordinatesPathEvaluator original, Cloner cloner) : base(original, cloner) { }
|
---|
[2975] | 55 | protected TSPCoordinatesPathEvaluator()
|
---|
| 56 | : base() {
|
---|
[2988] | 57 | Parameters.Add(new LookupParameter<Permutation>("Permutation", "The TSP solution given in path representation which should be evaluated."));
|
---|
[3048] | 58 | Parameters.Add(new LookupParameter<DoubleMatrix>("Coordinates", "The x- and y-Coordinates of the cities."));
|
---|
[4825] | 59 | Parameters.Add(new LookupParameter<DistanceMatrix>("DistanceMatrix", "The matrix which contains the distances between the cities."));
|
---|
[3066] | 60 | Parameters.Add(new LookupParameter<BoolValue>("UseDistanceMatrix", "True if a distance matrix should be calculated and used for evaluation, otherwise false."));
|
---|
[2975] | 61 | }
|
---|
| 62 |
|
---|
[4825] | 63 | [StorableHook(HookType.AfterDeserialization)]
|
---|
| 64 | private void AfterDeserialization() {
|
---|
| 65 | // BackwardsCompatibility3.3
|
---|
| 66 | #region Backwards compatible code (remove with 3.4)
|
---|
| 67 | LookupParameter<DoubleMatrix> oldDistanceMatrixParameter = Parameters["DistanceMatrix"] as LookupParameter<DoubleMatrix>;
|
---|
| 68 | if (oldDistanceMatrixParameter != null) {
|
---|
| 69 | Parameters.Remove(oldDistanceMatrixParameter);
|
---|
| 70 | Parameters.Add(new LookupParameter<DistanceMatrix>("DistanceMatrix", "The matrix which contains the distances between the cities."));
|
---|
| 71 | DistanceMatrixParameter.ActualName = oldDistanceMatrixParameter.ActualName;
|
---|
| 72 | }
|
---|
| 73 | #endregion
|
---|
| 74 | }
|
---|
| 75 |
|
---|
[7558] | 76 | public static double Apply(TSPCoordinatesPathEvaluator evaluator, DoubleMatrix coordinates, Permutation tour) {
|
---|
| 77 | DoubleMatrix c = coordinates;
|
---|
| 78 | Permutation p = tour;
|
---|
| 79 | double length = 0;
|
---|
| 80 | for (int i = 0; i < p.Length - 1; i++)
|
---|
| 81 | length += evaluator.CalculateDistance(c[p[i], 0], c[p[i], 1], c[p[i + 1], 0], c[p[i + 1], 1]);
|
---|
| 82 | length += evaluator.CalculateDistance(c[p[p.Length - 1], 0], c[p[p.Length - 1], 1], c[p[0], 0], c[p[0], 1]);
|
---|
| 83 | return length;
|
---|
| 84 | }
|
---|
| 85 |
|
---|
[10291] | 86 | public sealed override IOperation InstrumentedApply() {
|
---|
[3066] | 87 | if (UseDistanceMatrixParameter.ActualValue.Value) {
|
---|
| 88 | Permutation p = PermutationParameter.ActualValue;
|
---|
[4825] | 89 | DistanceMatrix dm = DistanceMatrixParameter.ActualValue;
|
---|
[2988] | 90 |
|
---|
[3066] | 91 | if (dm == null) { // calculate distance matrix
|
---|
[5210] | 92 | lock (locker) {
|
---|
| 93 | dm = DistanceMatrixParameter.ActualValue;
|
---|
| 94 | if (dm == null) { // check again to avoid race condition
|
---|
| 95 | DoubleMatrix c = CoordinatesParameter.ActualValue;
|
---|
[7621] | 96 | if (c == null) throw new InvalidOperationException("Neither a distance matrix nor coordinates were given.");
|
---|
[5210] | 97 | dm = new DistanceMatrix(c.Rows, c.Rows);
|
---|
| 98 | for (int i = 0; i < dm.Rows; i++) {
|
---|
| 99 | for (int j = 0; j < dm.Columns; j++)
|
---|
| 100 | dm[i, j] = CalculateDistance(c[i, 0], c[i, 1], c[j, 0], c[j, 1]);
|
---|
| 101 | }
|
---|
| 102 | DistanceMatrixParameter.ActualValue = (DistanceMatrix)dm.AsReadOnly();
|
---|
| 103 | }
|
---|
[3066] | 104 | }
|
---|
| 105 | }
|
---|
| 106 |
|
---|
| 107 | double length = 0;
|
---|
| 108 | for (int i = 0; i < p.Length - 1; i++)
|
---|
| 109 | length += dm[p[i], p[i + 1]];
|
---|
| 110 | length += dm[p[p.Length - 1], p[0]];
|
---|
| 111 | QualityParameter.ActualValue = new DoubleValue(length);
|
---|
| 112 | } else {
|
---|
| 113 | Permutation p = PermutationParameter.ActualValue;
|
---|
| 114 | DoubleMatrix c = CoordinatesParameter.ActualValue;
|
---|
[7621] | 115 | if (c == null) throw new InvalidOperationException("No coordinates were given.");
|
---|
[3066] | 116 | double length = 0;
|
---|
| 117 | for (int i = 0; i < p.Length - 1; i++)
|
---|
| 118 | length += CalculateDistance(c[p[i], 0], c[p[i], 1], c[p[i + 1], 0], c[p[i + 1], 1]);
|
---|
| 119 | length += CalculateDistance(c[p[p.Length - 1], 0], c[p[p.Length - 1], 1], c[p[0], 0], c[p[0], 1]);
|
---|
| 120 | QualityParameter.ActualValue = new DoubleValue(length);
|
---|
| 121 | }
|
---|
[10291] | 122 | return base.InstrumentedApply();
|
---|
[2975] | 123 | }
|
---|
| 124 |
|
---|
| 125 | /// <summary>
|
---|
| 126 | /// Calculates the distance between two points.
|
---|
| 127 | /// </summary>
|
---|
| 128 | /// <param name="x1">The x-coordinate of point 1.</param>
|
---|
| 129 | /// <param name="y1">The y-coordinate of point 1.</param>
|
---|
| 130 | /// <param name="x2">The x-coordinate of point 2.</param>
|
---|
| 131 | /// <param name="y2">The y-coordinate of point 2.</param>
|
---|
| 132 | /// <returns>The calculated distance.</returns>
|
---|
| 133 | protected abstract double CalculateDistance(double x1, double y1, double x2, double y2);
|
---|
| 134 | }
|
---|
| 135 | }
|
---|