1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 2002-2010 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 |
|
---|
22 | using HeuristicLab.Common;
|
---|
23 | using HeuristicLab.Core;
|
---|
24 | using HeuristicLab.Data;
|
---|
25 | using HeuristicLab.Encodings.PermutationEncoding;
|
---|
26 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
---|
27 | using System.Collections.Generic;
|
---|
28 | using HeuristicLab.Problems.VehicleRouting.Encodings.General;
|
---|
29 | using System;
|
---|
30 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
|
---|
31 |
|
---|
32 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Zhu {
|
---|
33 | [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.")]
|
---|
34 | [StorableClass]
|
---|
35 | public class ZhuEncoding : PermutationEncoding {
|
---|
36 | #region IVRPEncoding Members
|
---|
37 | public override List<Tour> GetTours() {
|
---|
38 | List<Tour> result = new List<Tour>();
|
---|
39 |
|
---|
40 | Tour newTour = new Tour();
|
---|
41 |
|
---|
42 | for (int i = 0; i < this.Length; i++) {
|
---|
43 | int city = this[i] + 1;
|
---|
44 | newTour.Stops.Add(city);
|
---|
45 | if (!ProblemInstance.Feasible(newTour)) {
|
---|
46 | newTour.Stops.Remove(city);
|
---|
47 | if (newTour.Stops.Count > 0)
|
---|
48 | result.Add(newTour);
|
---|
49 |
|
---|
50 | newTour = new Tour();
|
---|
51 | newTour.Stops.Add(city);
|
---|
52 | }
|
---|
53 | }
|
---|
54 |
|
---|
55 | if (newTour.Stops.Count > 0)
|
---|
56 | result.Add(newTour);
|
---|
57 |
|
---|
58 | //if there are too many vehicles - repair
|
---|
59 | while (result.Count > ProblemInstance.Vehicles.Value) {
|
---|
60 | Tour tour = result[result.Count - 1];
|
---|
61 |
|
---|
62 | //find predecessor / successor in permutation
|
---|
63 | int predecessorIndex = Array.IndexOf(this.array, tour.Stops[0] - 1) - 1;
|
---|
64 | if (predecessorIndex >= 0) {
|
---|
65 | int predecessor = this[predecessorIndex] + 1;
|
---|
66 |
|
---|
67 | foreach (Tour t in result) {
|
---|
68 | int insertPosition = t.Stops.IndexOf(predecessor) + 1;
|
---|
69 | if (insertPosition != -1) {
|
---|
70 | t.Stops.InsertRange(insertPosition, tour.Stops);
|
---|
71 | break;
|
---|
72 | }
|
---|
73 | }
|
---|
74 | } else {
|
---|
75 | int successorIndex = Array.IndexOf(this.array,
|
---|
76 | tour.Stops[tour.Stops.Count - 1] - 1) + 1;
|
---|
77 | int successor = this[successorIndex] + 1;
|
---|
78 |
|
---|
79 | foreach (Tour t in result) {
|
---|
80 | int insertPosition = t.Stops.IndexOf(successor);
|
---|
81 | if (insertPosition != -1) {
|
---|
82 | t.Stops.InsertRange(insertPosition, tour.Stops);
|
---|
83 | break;
|
---|
84 | }
|
---|
85 | }
|
---|
86 | }
|
---|
87 |
|
---|
88 | result.Remove(tour);
|
---|
89 | }
|
---|
90 |
|
---|
91 | return result;
|
---|
92 | }
|
---|
93 | #endregion
|
---|
94 |
|
---|
95 | public ZhuEncoding(Permutation permutation, IVRPProblemInstance problemInstance)
|
---|
96 | : base(permutation, problemInstance) {
|
---|
97 | }
|
---|
98 |
|
---|
99 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
100 | return new ZhuEncoding(this, cloner);
|
---|
101 | }
|
---|
102 |
|
---|
103 | protected ZhuEncoding(ZhuEncoding original, Cloner cloner)
|
---|
104 | : base(original, cloner) {
|
---|
105 | }
|
---|
106 |
|
---|
107 | [StorableConstructor]
|
---|
108 | private ZhuEncoding(bool serializing)
|
---|
109 | : base(serializing) {
|
---|
110 | }
|
---|
111 |
|
---|
112 | public static ZhuEncoding ConvertFrom(IVRPEncoding encoding, IVRPProblemInstance problemInstance) {
|
---|
113 | List<Tour> tours = encoding.GetTours();
|
---|
114 | List<int> route = new List<int>();
|
---|
115 |
|
---|
116 | foreach (Tour tour in tours) {
|
---|
117 | foreach (int city in tour.Stops)
|
---|
118 | route.Add(city - 1);
|
---|
119 | }
|
---|
120 |
|
---|
121 | return new ZhuEncoding(
|
---|
122 | new Permutation(PermutationTypes.RelativeUndirected, route.ToArray()), problemInstance);
|
---|
123 | }
|
---|
124 |
|
---|
125 | public static ZhuEncoding ConvertFrom(List<int> routeParam, IVRPProblemInstance problemInstance) {
|
---|
126 | List<int> route = new List<int>(routeParam);
|
---|
127 |
|
---|
128 | while (route.Remove(0)) { //remove all delimiters (0)
|
---|
129 | }
|
---|
130 |
|
---|
131 | for (int i = 0; i < route.Count; i++)
|
---|
132 | route[i]--;
|
---|
133 |
|
---|
134 | return new ZhuEncoding(
|
---|
135 | new Permutation(PermutationTypes.RelativeUndirected, route.ToArray()), problemInstance);
|
---|
136 | }
|
---|
137 | }
|
---|
138 | }
|
---|