1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2010 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using HeuristicLab.Core;
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23 | using HeuristicLab.Encodings.PermutationEncoding;
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24 | using HeuristicLab.Parameters;
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25 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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26 | using HeuristicLab.Data;
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27 | using HeuristicLab.Common;
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28 |
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29 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
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30 | [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.")]
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31 | [StorableClass]
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32 | public sealed class PotvinRouteBasedCrossover : PotvinCrossover {
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33 | [StorableConstructor]
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34 | private PotvinRouteBasedCrossover(bool deserializing) : base(deserializing) { }
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35 |
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36 | public PotvinRouteBasedCrossover()
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37 | : base() { }
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38 |
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39 | public override IDeepCloneable Clone(Cloner cloner) {
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40 | return new PotvinRouteBasedCrossover(this, cloner);
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41 | }
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42 |
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43 | private PotvinRouteBasedCrossover(PotvinRouteBasedCrossover original, Cloner cloner)
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44 | : base(original, cloner) {
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45 | }
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46 |
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47 | protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) {
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48 | bool allowInfeasible = AllowInfeasibleSolutions.Value.Value;
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49 |
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50 | PotvinEncoding child = parent2.Clone() as PotvinEncoding;
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51 |
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52 | int tourParent1 = random.Next(parent1.Tours.Count);
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53 | Tour replacing = parent1.Tours[tourParent1].Clone() as Tour;
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54 |
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55 | int tourParent2 = random.Next(child.Tours.Count);
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56 | Tour replaced = child.Tours[tourParent2];
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57 |
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58 | child.Tours.Remove(replaced);
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59 | child.Tours.Insert(tourParent2, replacing);
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60 |
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61 | Permutation vehicleAssignment = child.VehicleAssignment;
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62 |
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63 | int vehicle = vehicleAssignment[tourParent2];
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64 | int vehicle2 = parent1.VehicleAssignment[tourParent1];
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65 | vehicleAssignment[tourParent2] = vehicle2;
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66 |
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67 | for (int i = 0; i < vehicleAssignment.Length; i++) {
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68 | if (vehicleAssignment[i] == vehicle2 && i != tourParent2) {
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69 | vehicleAssignment[i] = vehicle;
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70 | break;
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71 | }
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72 | }
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73 |
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74 | foreach (int city in replaced.Stops)
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75 | if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
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76 | child.Unrouted.Add(city);
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77 |
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78 | if (Repair(random, child, replacing, ProblemInstance, allowInfeasible) || allowInfeasible)
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79 | return child;
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80 | else {
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81 | if(random.NextDouble() < 0.5)
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82 | return parent1.Clone() as PotvinEncoding;
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83 | else
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84 | return parent2.Clone() as PotvinEncoding;
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85 | }
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86 | }
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87 | }
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88 | }
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