[4293] | 1 | #region License Information
|
---|
| 2 | /* HeuristicLab
|
---|
[5445] | 3 | * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
[4293] | 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 |
|
---|
[4722] | 22 | using System;
|
---|
| 23 | using System.Collections.Generic;
|
---|
[4293] | 24 | using HeuristicLab.Common;
|
---|
| 25 | using HeuristicLab.Core;
|
---|
| 26 | using HeuristicLab.Data;
|
---|
| 27 | using HeuristicLab.Encodings.PermutationEncoding;
|
---|
| 28 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
---|
| 29 | using HeuristicLab.Problems.VehicleRouting.Encodings.General;
|
---|
| 30 |
|
---|
| 31 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Zhu {
|
---|
| 32 | [Item("ZhuEncoding", "Represents a Zhu encoding of VRP solutions. It is implemented as described in Zhu, K.Q. (2000). A New Genetic Algorithm For VRPTW. Proceedings of the International Conference on Artificial Intelligence.")]
|
---|
| 33 | [StorableClass]
|
---|
| 34 | public class ZhuEncoding : PermutationEncoding {
|
---|
| 35 | [Storable]
|
---|
| 36 | private int cities;
|
---|
| 37 |
|
---|
| 38 | [Storable]
|
---|
| 39 | private DoubleMatrix coordinates;
|
---|
| 40 |
|
---|
| 41 | [Storable]
|
---|
| 42 | private BoolValue useDistanceMatrix;
|
---|
| 43 |
|
---|
| 44 | [Storable]
|
---|
| 45 | DoubleArray dueTimeArray;
|
---|
[4722] | 46 |
|
---|
[4293] | 47 | [Storable]
|
---|
| 48 | DoubleArray serviceTimeArray;
|
---|
| 49 |
|
---|
| 50 | [Storable]
|
---|
| 51 | DoubleArray readyTimeArray;
|
---|
[4722] | 52 |
|
---|
[4293] | 53 | [Storable]
|
---|
| 54 | DoubleArray demandArray;
|
---|
| 55 |
|
---|
| 56 | [Storable]
|
---|
| 57 | DoubleValue capacity;
|
---|
| 58 |
|
---|
| 59 | #region IVRPEncoding Members
|
---|
| 60 | public override List<Tour> GetTours(ILookupParameter<DoubleMatrix> distanceMatrix, int maxVehicles = int.MaxValue) {
|
---|
| 61 | List<Tour> result = new List<Tour>();
|
---|
| 62 |
|
---|
| 63 | Tour newTour = new Tour();
|
---|
| 64 |
|
---|
[6760] | 65 | DistanceMatrix distMatrix = VRPUtilities.GetDistanceMatrix(coordinates, distanceMatrix, useDistanceMatrix);
|
---|
| 66 |
|
---|
[4293] | 67 | for (int i = 0; i < this.Length; i++) {
|
---|
| 68 | int city = this[i] + 1;
|
---|
| 69 | newTour.Cities.Add(city);
|
---|
| 70 | if (!newTour.Feasible(
|
---|
| 71 | dueTimeArray,
|
---|
| 72 | serviceTimeArray,
|
---|
| 73 | readyTimeArray,
|
---|
| 74 | demandArray,
|
---|
| 75 | capacity,
|
---|
[6760] | 76 | distMatrix)) {
|
---|
[4722] | 77 | newTour.Cities.Remove(city);
|
---|
| 78 | if (newTour.Cities.Count > 0)
|
---|
| 79 | result.Add(newTour);
|
---|
[4293] | 80 |
|
---|
[4722] | 81 | newTour = new Tour();
|
---|
| 82 | newTour.Cities.Add(city);
|
---|
[4293] | 83 | }
|
---|
| 84 | }
|
---|
| 85 |
|
---|
| 86 | if (newTour.Cities.Count > 0)
|
---|
| 87 | result.Add(newTour);
|
---|
| 88 |
|
---|
| 89 | //if there are too many vehicles - repair
|
---|
| 90 | while (result.Count > maxVehicles) {
|
---|
| 91 | Tour tour = result[result.Count - 1];
|
---|
| 92 |
|
---|
| 93 | //find predecessor / successor in permutation
|
---|
| 94 | int predecessorIndex = Array.IndexOf(this.array, tour.Cities[0] - 1) - 1;
|
---|
| 95 | if (predecessorIndex >= 0) {
|
---|
| 96 | int predecessor = this[predecessorIndex] + 1;
|
---|
| 97 |
|
---|
| 98 | foreach (Tour t in result) {
|
---|
| 99 | int insertPosition = t.Cities.IndexOf(predecessor) + 1;
|
---|
| 100 | if (insertPosition != -1) {
|
---|
| 101 | t.Cities.InsertRange(insertPosition, tour.Cities);
|
---|
| 102 | break;
|
---|
| 103 | }
|
---|
| 104 | }
|
---|
| 105 | } else {
|
---|
| 106 | int successorIndex = Array.IndexOf(this.array,
|
---|
| 107 | tour.Cities[tour.Cities.Count - 1] - 1) + 1;
|
---|
| 108 | int successor = this[successorIndex] + 1;
|
---|
| 109 |
|
---|
| 110 | foreach (Tour t in result) {
|
---|
| 111 | int insertPosition = t.Cities.IndexOf(successor);
|
---|
| 112 | if (insertPosition != -1) {
|
---|
| 113 | t.Cities.InsertRange(insertPosition, tour.Cities);
|
---|
| 114 | break;
|
---|
| 115 | }
|
---|
| 116 | }
|
---|
| 117 | }
|
---|
| 118 |
|
---|
| 119 | result.Remove(tour);
|
---|
| 120 | }
|
---|
| 121 |
|
---|
| 122 | return result;
|
---|
| 123 | }
|
---|
| 124 | #endregion
|
---|
| 125 |
|
---|
[4722] | 126 | [StorableConstructor]
|
---|
| 127 | protected ZhuEncoding(bool deserializing) : base(deserializing) { }
|
---|
| 128 | protected ZhuEncoding(ZhuEncoding original, Cloner cloner)
|
---|
| 129 | : base(original, cloner) {
|
---|
| 130 | this.cities = original.cities;
|
---|
| 131 | this.dueTimeArray = original.dueTimeArray;
|
---|
| 132 | this.serviceTimeArray = original.serviceTimeArray;
|
---|
| 133 | this.readyTimeArray = original.readyTimeArray;
|
---|
| 134 | this.demandArray = original.demandArray;
|
---|
| 135 | this.capacity = original.capacity;
|
---|
| 136 | this.coordinates = original.coordinates;
|
---|
| 137 | this.useDistanceMatrix = original.useDistanceMatrix;
|
---|
[4293] | 138 | }
|
---|
| 139 | public ZhuEncoding(Permutation permutation, int cities,
|
---|
[4722] | 140 | DoubleArray dueTimeArray, DoubleArray serviceTimeArray, DoubleArray readyTimeArray, DoubleArray demandArray, DoubleValue capacity,
|
---|
| 141 | DoubleMatrix coordinates, BoolValue useDistanceMatrix)
|
---|
[4293] | 142 | : base(permutation) {
|
---|
[4722] | 143 | this.cities = cities;
|
---|
| 144 | this.dueTimeArray = dueTimeArray;
|
---|
| 145 | this.serviceTimeArray = serviceTimeArray;
|
---|
| 146 | this.readyTimeArray = readyTimeArray;
|
---|
| 147 | this.demandArray = demandArray;
|
---|
| 148 | this.capacity = capacity;
|
---|
| 149 | this.coordinates = coordinates;
|
---|
| 150 | this.useDistanceMatrix = useDistanceMatrix;
|
---|
[4293] | 151 | }
|
---|
| 152 |
|
---|
[4722] | 153 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
| 154 | return new ZhuEncoding(this, cloner);
|
---|
[4293] | 155 | }
|
---|
| 156 |
|
---|
| 157 | public static ZhuEncoding ConvertFrom(IVRPEncoding encoding, int cities,
|
---|
| 158 | DoubleArray dueTimeArray, DoubleArray serviceTimeArray, DoubleArray readyTimeArray, DoubleArray demandArray, DoubleValue capacity,
|
---|
| 159 | DoubleMatrix coordinates, ILookupParameter<DoubleMatrix> distanceMatrix, BoolValue useDistanceMatrix) {
|
---|
| 160 | List<Tour> tours = encoding.GetTours(distanceMatrix);
|
---|
| 161 | List<int> route = new List<int>();
|
---|
| 162 |
|
---|
| 163 | foreach (Tour tour in tours) {
|
---|
| 164 | foreach (int city in tour.Cities)
|
---|
| 165 | route.Add(city - 1);
|
---|
| 166 | }
|
---|
| 167 |
|
---|
| 168 | return new ZhuEncoding(
|
---|
| 169 | new Permutation(PermutationTypes.RelativeUndirected, route.ToArray()), cities,
|
---|
| 170 | dueTimeArray, serviceTimeArray, readyTimeArray, demandArray, capacity,
|
---|
| 171 | coordinates, useDistanceMatrix);
|
---|
| 172 | }
|
---|
| 173 |
|
---|
[4722] | 174 | public static ZhuEncoding ConvertFrom(List<int> routeParam, int cities,
|
---|
[4293] | 175 | DoubleArray dueTimeArray, DoubleArray serviceTimeArray, DoubleArray readyTimeArray, DoubleArray demandArray, DoubleValue capacity,
|
---|
| 176 | DoubleMatrix coordinates, BoolValue useDistanceMatrix) {
|
---|
| 177 | List<int> route = new List<int>(routeParam);
|
---|
| 178 |
|
---|
| 179 | while (route.Remove(0)) { //remove all delimiters (0)
|
---|
| 180 | }
|
---|
| 181 |
|
---|
| 182 | for (int i = 0; i < route.Count; i++)
|
---|
| 183 | route[i]--;
|
---|
| 184 |
|
---|
| 185 | return new ZhuEncoding(
|
---|
[4722] | 186 | new Permutation(PermutationTypes.RelativeUndirected, route.ToArray()), cities,
|
---|
[4293] | 187 | dueTimeArray, serviceTimeArray, readyTimeArray, demandArray, capacity,
|
---|
| 188 | coordinates, useDistanceMatrix);
|
---|
| 189 | }
|
---|
| 190 | }
|
---|
| 191 | }
|
---|