1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 2002-2014 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 System.Collections.Generic;
|
---|
23 | using HeuristicLab.Common;
|
---|
24 | using HeuristicLab.Core;
|
---|
25 | using HeuristicLab.Encodings.PermutationEncoding;
|
---|
26 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
---|
27 | using HeuristicLab.Problems.VehicleRouting.Encodings.General;
|
---|
28 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
|
---|
29 | using HeuristicLab.Problems.VehicleRouting.ProblemInstances;
|
---|
30 |
|
---|
31 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
|
---|
32 | [Item("PotvinEncoding", "Represents a potvin encoding of VRP solutions. It is implemented as described in Potvin, J.-Y. and Bengio, S. (1996). The Vehicle Routing Problem with Time Windows - Part II: Genetic Search. INFORMS Journal of Computing, 8:165–172.")]
|
---|
33 | [StorableClass]
|
---|
34 | public class PotvinEncoding : TourEncoding {
|
---|
35 | [Storable]
|
---|
36 | public List<int> Unrouted { get; set; }
|
---|
37 |
|
---|
38 | [Storable]
|
---|
39 | public Permutation VehicleAssignment { get; private set; }
|
---|
40 |
|
---|
41 | public PotvinEncoding(IVRPProblemInstance instance)
|
---|
42 | : base(instance) {
|
---|
43 | Unrouted = new List<int>();
|
---|
44 | VehicleAssignment = new Permutation(PermutationTypes.Absolute, instance.Vehicles.Value);
|
---|
45 | }
|
---|
46 |
|
---|
47 | [StorableConstructor]
|
---|
48 | protected PotvinEncoding(bool serializing)
|
---|
49 | : base(serializing) {
|
---|
50 | }
|
---|
51 |
|
---|
52 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
53 | return new PotvinEncoding(this, cloner);
|
---|
54 | }
|
---|
55 |
|
---|
56 | protected PotvinEncoding(PotvinEncoding original, Cloner cloner)
|
---|
57 | : base(original, cloner) {
|
---|
58 | this.Unrouted = new List<int>(original.Unrouted);
|
---|
59 | this.VehicleAssignment = cloner.Clone<Permutation>(original.VehicleAssignment);
|
---|
60 | }
|
---|
61 |
|
---|
62 | public override void Repair() {
|
---|
63 | List<Tour> toBeRemoved = new List<Tour>();
|
---|
64 | foreach (Tour tour in Tours) {
|
---|
65 | if (tour.Stops.Count == 0)
|
---|
66 | toBeRemoved.Add(tour);
|
---|
67 | }
|
---|
68 |
|
---|
69 | foreach (Tour tour in toBeRemoved) {
|
---|
70 | int index = Tours.IndexOf(tour);
|
---|
71 | Tours.Remove(tour);
|
---|
72 | if (index < VehicleAssignment.Length) {
|
---|
73 | int vehicle = VehicleAssignment[index];
|
---|
74 | int max = System.Math.Min(VehicleAssignment.Length - 1, Tours.Count);
|
---|
75 |
|
---|
76 | for (int i = index; i < max; i++) {
|
---|
77 | VehicleAssignment[i] = VehicleAssignment[i + 1];
|
---|
78 | }
|
---|
79 | VehicleAssignment[max] = vehicle;
|
---|
80 | }
|
---|
81 | }
|
---|
82 |
|
---|
83 | while (Tours.Count > ProblemInstance.Vehicles.Value) {
|
---|
84 | Tour tour = Tours[Tours.Count - 1];
|
---|
85 | Tours[Tours.Count - 2].Stops.AddRange(tour.Stops);
|
---|
86 |
|
---|
87 | Tours.Remove(tour);
|
---|
88 | }
|
---|
89 | }
|
---|
90 |
|
---|
91 | public override int GetVehicleAssignment(int tour) {
|
---|
92 | return VehicleAssignment[tour];
|
---|
93 | }
|
---|
94 |
|
---|
95 | public static PotvinEncoding ConvertFrom(IVRPEncoding encoding, IVRPProblemInstance instance) {
|
---|
96 | PotvinEncoding solution = new PotvinEncoding(instance);
|
---|
97 |
|
---|
98 | TourEncoding.ConvertFrom(encoding, solution, instance);
|
---|
99 |
|
---|
100 | List<int> vehicles = new List<int>();
|
---|
101 | for (int i = 0; i < instance.Vehicles.Value; i++)
|
---|
102 | vehicles.Add(i);
|
---|
103 |
|
---|
104 | int[] assignment = new int[instance.Vehicles.Value];
|
---|
105 | for (int i = 0; i < assignment.Length; i++)
|
---|
106 | assignment[i] = -1;
|
---|
107 |
|
---|
108 | for (int i = 0; i < solution.Tours.Count; i++) {
|
---|
109 | int vehicle = encoding.GetVehicleAssignment(i);
|
---|
110 | assignment[i] = vehicle;
|
---|
111 | vehicles.Remove(vehicle);
|
---|
112 | }
|
---|
113 |
|
---|
114 | for (int i = 0; i < instance.Vehicles.Value; i++) {
|
---|
115 | if (assignment[i] == -1) {
|
---|
116 | int vehicle = vehicles[0];
|
---|
117 | assignment[i] = vehicle;
|
---|
118 | vehicles.RemoveAt(0);
|
---|
119 | }
|
---|
120 | }
|
---|
121 |
|
---|
122 | solution.VehicleAssignment = new Permutation(PermutationTypes.Absolute, assignment);
|
---|
123 |
|
---|
124 | return solution;
|
---|
125 | }
|
---|
126 |
|
---|
127 | public static PotvinEncoding ConvertFrom(List<int> route, IVRPProblemInstance instance) {
|
---|
128 | PotvinEncoding solution = new PotvinEncoding(instance);
|
---|
129 |
|
---|
130 | solution.Tours = new ItemList<Tour>();
|
---|
131 |
|
---|
132 | Tour tour = new Tour();
|
---|
133 | int routeIdx = 0;
|
---|
134 | for (int i = 0; i < route.Count; i++) {
|
---|
135 | if (route[i] <= 0) {
|
---|
136 | if (tour.Stops.Count > 0) {
|
---|
137 | solution.Tours.Add(tour);
|
---|
138 | tour = new Tour();
|
---|
139 | }
|
---|
140 | int vehicle = -route[i];
|
---|
141 | solution.VehicleAssignment[routeIdx] = vehicle;
|
---|
142 | routeIdx++;
|
---|
143 | } else {
|
---|
144 | tour.Stops.Add(route[i]);
|
---|
145 | }
|
---|
146 | }
|
---|
147 |
|
---|
148 | solution.Repair();
|
---|
149 |
|
---|
150 | return solution;
|
---|
151 | }
|
---|
152 |
|
---|
153 | public double GetTourLength(Tour tour) {
|
---|
154 | return tour.GetTourLength(ProblemInstance, this);
|
---|
155 | }
|
---|
156 |
|
---|
157 | public int FindBestInsertionPlace(Tour tour, int city, int positionToAvoid = -1) {
|
---|
158 | if (tour.Stops.Count == 0)
|
---|
159 | return 0;
|
---|
160 |
|
---|
161 | int place = -1;
|
---|
162 | double minQuality = -1;
|
---|
163 |
|
---|
164 | VRPEvaluation eval = ProblemInstance.EvaluateTour(tour, this);
|
---|
165 |
|
---|
166 | for (int i = 0; i <= tour.Stops.Count; i++) {
|
---|
167 | if (positionToAvoid != i) {
|
---|
168 | bool feasible;
|
---|
169 | double quality = ProblemInstance.GetInsertionCosts(eval, this, city, 0, i, out feasible);
|
---|
170 | if (place < 0 || quality < minQuality) {
|
---|
171 | place = i;
|
---|
172 | minQuality = quality;
|
---|
173 | }
|
---|
174 | }
|
---|
175 | }
|
---|
176 |
|
---|
177 | if (place == -1)
|
---|
178 | place = 0;
|
---|
179 |
|
---|
180 | return place;
|
---|
181 | }
|
---|
182 |
|
---|
183 | public void InsertPair(Tour tour, int source, int target, IVRPProblemInstance problemInstance, int positionToAvoid = -1, int positionToAvoid2 = -1) {
|
---|
184 | int stops = tour.Stops.Count;
|
---|
185 | VRPEvaluation eval = problemInstance.EvaluateTour(tour, this);
|
---|
186 | double minCosts = double.MaxValue;
|
---|
187 | int sourceLocation = -1;
|
---|
188 | int targetLocation = -1;
|
---|
189 |
|
---|
190 | for (int i = 0; i <= stops; i++) {
|
---|
191 | tour.Stops.Insert(i, source);
|
---|
192 | VRPEvaluation tourEval = problemInstance.EvaluateTour(tour, this);
|
---|
193 | double sourceCosts = tourEval.Quality - eval.Quality;
|
---|
194 |
|
---|
195 | for (int j = i + 1; j <= stops + 1; j++) {
|
---|
196 | if (positionToAvoid != i || positionToAvoid2 != j || stops == 0) {
|
---|
197 | bool feasible;
|
---|
198 | double targetCosts = problemInstance.GetInsertionCosts(tourEval, this, target, 0, j, out feasible);
|
---|
199 |
|
---|
200 | double costs = sourceCosts + targetCosts;
|
---|
201 | if (costs < minCosts) {
|
---|
202 | minCosts = costs;
|
---|
203 | sourceLocation = i;
|
---|
204 | targetLocation = j;
|
---|
205 | }
|
---|
206 | }
|
---|
207 | }
|
---|
208 | tour.Stops.Remove(source);
|
---|
209 | }
|
---|
210 |
|
---|
211 | tour.Stops.Insert(sourceLocation, source);
|
---|
212 | tour.Stops.Insert(targetLocation, target);
|
---|
213 | }
|
---|
214 |
|
---|
215 | public bool FindInsertionPlace(int city, int routeToAvoid, bool allowInfeasible, out int route, out int place) {
|
---|
216 | route = -1;
|
---|
217 | place = -1;
|
---|
218 | double minDetour = double.MaxValue;
|
---|
219 |
|
---|
220 | VRPEvaluation eval = ProblemInstance.Evaluate(this);
|
---|
221 | bool originalFeasible = ProblemInstance.Feasible(eval);
|
---|
222 |
|
---|
223 | for (int tour = 0; tour < Tours.Count; tour++) {
|
---|
224 | if (tour != routeToAvoid) {
|
---|
225 | double length = eval.Quality;
|
---|
226 |
|
---|
227 | for (int i = 0; i <= Tours[tour].Stops.Count; i++) {
|
---|
228 | bool feasible;
|
---|
229 | double detour = ProblemInstance.GetInsertionCosts(eval, this, city, tour, i, out feasible);
|
---|
230 |
|
---|
231 | if (feasible || allowInfeasible) {
|
---|
232 | if (route < 0 || detour < minDetour) {
|
---|
233 | route = tour;
|
---|
234 | place = i;
|
---|
235 | minDetour = detour;
|
---|
236 | }
|
---|
237 | }
|
---|
238 | }
|
---|
239 | }
|
---|
240 | }
|
---|
241 |
|
---|
242 | return route >= 0 && place >= 0;
|
---|
243 | }
|
---|
244 | }
|
---|
245 | }
|
---|