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source: trunk/sources/HeuristicLab.Problems.VehicleRouting/3.3/Encodings/Zhu/ZhuEncoding.cs @ 6675

Last change on this file since 6675 was 6449, checked in by svonolfe, 14 years ago

Improved performance of many VRP operators by optimizing the parameter lookup (#1561)

File size: 6.8 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2011 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 System;
23using System.Collections.Generic;
24using HeuristicLab.Common;
25using HeuristicLab.Core;
26using HeuristicLab.Data;
27using HeuristicLab.Encodings.PermutationEncoding;
28using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
29using HeuristicLab.Problems.VehicleRouting.Encodings.General;
30
31namespace 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;
46
47    [Storable]
48    DoubleArray serviceTimeArray;
49
50    [Storable]
51    DoubleArray readyTimeArray;
52
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
65      DistanceMatrix distMatrix = VRPUtilities.GetDistanceMatrix(coordinates, distanceMatrix, useDistanceMatrix);
66
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,
76          distMatrix)) {
77          newTour.Cities.Remove(city);
78          if (newTour.Cities.Count > 0)
79            result.Add(newTour);
80
81          newTour = new Tour();
82          newTour.Cities.Add(city);
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
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;
138    }
139    public ZhuEncoding(Permutation permutation, int cities,
140     DoubleArray dueTimeArray, DoubleArray serviceTimeArray, DoubleArray readyTimeArray, DoubleArray demandArray, DoubleValue capacity,
141     DoubleMatrix coordinates, BoolValue useDistanceMatrix)
142      : base(permutation) {
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;
151    }
152
153    public override IDeepCloneable Clone(Cloner cloner) {
154      return new ZhuEncoding(this, cloner);
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
174    public static ZhuEncoding ConvertFrom(List<int> routeParam, int cities,
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(
186        new Permutation(PermutationTypes.RelativeUndirected, route.ToArray()), cities,
187        dueTimeArray, serviceTimeArray, readyTimeArray, demandArray, capacity,
188        coordinates, useDistanceMatrix);
189    }
190  }
191}
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