1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 2002-2016 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.Encodings.PermutationEncoding;
|
---|
25 | using HeuristicLab.Persistence;
|
---|
26 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
|
---|
27 |
|
---|
28 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
|
---|
29 | [Item("PotvinRouteBasedCrossover", "The RBX crossover for a VRP representations. 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.")]
|
---|
30 | [StorableType("0040d697-3e0e-481f-b2af-5d5a99c0b32c")]
|
---|
31 | public sealed class PotvinRouteBasedCrossover : PotvinCrossover {
|
---|
32 | [StorableConstructor]
|
---|
33 | private PotvinRouteBasedCrossover(StorableConstructorFlag deserializing) : base(deserializing) { }
|
---|
34 |
|
---|
35 | public PotvinRouteBasedCrossover()
|
---|
36 | : base() { }
|
---|
37 |
|
---|
38 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
39 | return new PotvinRouteBasedCrossover(this, cloner);
|
---|
40 | }
|
---|
41 |
|
---|
42 | private PotvinRouteBasedCrossover(PotvinRouteBasedCrossover original, Cloner cloner)
|
---|
43 | : base(original, cloner) {
|
---|
44 | }
|
---|
45 |
|
---|
46 | public static PotvinEncoding Apply(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2, IVRPProblemInstance problemInstance, bool allowInfeasible) {
|
---|
47 | PotvinEncoding child = parent2.Clone() as PotvinEncoding;
|
---|
48 |
|
---|
49 | if (parent1.Tours.Count > 0 && child.Tours.Count > 0) {
|
---|
50 | int tourParent1 = random.Next(parent1.Tours.Count);
|
---|
51 | Tour replacing = parent1.Tours[tourParent1].Clone() as Tour;
|
---|
52 |
|
---|
53 | int tourParent2 = random.Next(child.Tours.Count);
|
---|
54 | Tour replaced = child.Tours[tourParent2];
|
---|
55 |
|
---|
56 | child.Tours.Remove(replaced);
|
---|
57 | child.Tours.Insert(tourParent2, replacing);
|
---|
58 |
|
---|
59 | Permutation vehicleAssignment = child.VehicleAssignment;
|
---|
60 |
|
---|
61 | int vehicle = vehicleAssignment[tourParent2];
|
---|
62 | int vehicle2 = parent1.VehicleAssignment[tourParent1];
|
---|
63 | vehicleAssignment[tourParent2] = vehicle2;
|
---|
64 |
|
---|
65 | for (int i = 0; i < vehicleAssignment.Length; i++) {
|
---|
66 | if (vehicleAssignment[i] == vehicle2 && i != tourParent2) {
|
---|
67 | vehicleAssignment[i] = vehicle;
|
---|
68 | break;
|
---|
69 | }
|
---|
70 | }
|
---|
71 |
|
---|
72 | foreach (int city in replaced.Stops)
|
---|
73 | if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
|
---|
74 | child.Unrouted.Add(city);
|
---|
75 |
|
---|
76 | if (Repair(random, child, replacing, problemInstance, allowInfeasible) || allowInfeasible)
|
---|
77 | return child;
|
---|
78 | else {
|
---|
79 | if (random.NextDouble() < 0.5)
|
---|
80 | return parent1.Clone() as PotvinEncoding;
|
---|
81 | else
|
---|
82 | return parent2.Clone() as PotvinEncoding;
|
---|
83 | }
|
---|
84 | } else {
|
---|
85 | return child;
|
---|
86 | }
|
---|
87 | }
|
---|
88 |
|
---|
89 | protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) {
|
---|
90 | return Apply(random, parent1, parent2, ProblemInstance, AllowInfeasibleSolutions.Value.Value);
|
---|
91 | }
|
---|
92 | }
|
---|
93 | }
|
---|