[4186] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[5445] | 3 | * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[4186] | 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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[4722] | 22 | using HeuristicLab.Common;
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[4186] | 23 | using HeuristicLab.Core;
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| 24 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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[6760] | 25 | using HeuristicLab.Data;
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[4186] | 26 |
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| 27 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
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[4346] | 28 | [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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[4186] | 29 | [StorableClass]
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[4346] | 30 | public sealed class PotvinRouteBasedCrossover : PotvinCrossover {
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[4186] | 31 | [StorableConstructor]
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[4346] | 32 | private PotvinRouteBasedCrossover(bool deserializing) : base(deserializing) { }
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[4722] | 33 | private PotvinRouteBasedCrossover(PotvinRouteBasedCrossover original, Cloner cloner)
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| 34 | : base(original, cloner) {
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| 35 | }
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| 36 | public override IDeepCloneable Clone(Cloner cloner) {
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| 37 | return new PotvinRouteBasedCrossover(this, cloner);
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| 38 | }
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[4346] | 39 | public PotvinRouteBasedCrossover()
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[4186] | 40 | : base() { }
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[4722] | 41 |
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[4186] | 42 | protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) {
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[6760] | 43 | BoolValue useDistanceMatrix = UseDistanceMatrixParameter.ActualValue;
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| 44 | DoubleMatrix coordinates = CoordinatesParameter.ActualValue;
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| 45 | DistanceMatrix distMatrix = VRPUtilities.GetDistanceMatrix(coordinates, DistanceMatrixParameter, useDistanceMatrix);
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| 46 | DoubleArray dueTime = DueTimeParameter.ActualValue;
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| 47 | DoubleArray readyTime = ReadyTimeParameter.ActualValue;
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| 48 | DoubleArray serviceTime = ServiceTimeParameter.ActualValue;
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| 49 | DoubleArray demand = DemandParameter.ActualValue;
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| 50 | DoubleValue capacity = CapacityParameter.ActualValue;
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| 51 |
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| 52 | bool allowInfeasible = AllowInfeasibleSolutions.Value.Value;
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| 53 |
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[4186] | 54 | PotvinEncoding child = parent2.Clone() as PotvinEncoding;
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| 55 |
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| 56 | int tourParent1 = random.Next(parent1.Tours.Count);
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| 57 | Tour replacing = parent1.Tours[tourParent1].Clone() as Tour;
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| 58 |
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| 59 | int tourParent2 = random.Next(child.Tours.Count);
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| 60 | Tour replaced = child.Tours[tourParent2];
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| 61 |
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| 62 | child.Tours.Remove(replaced);
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| 63 | child.Tours.Add(replacing);
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| 64 |
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| 65 | foreach (int city in replaced.Cities)
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| 66 | if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
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| 67 | child.Unrouted.Add(city);
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| 68 |
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[6760] | 69 | if (Repair(random, child, replacing, distMatrix, dueTime, readyTime, serviceTime, demand, capacity, allowInfeasible) || allowInfeasible)
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[4186] | 70 | return child;
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| 71 | else {
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[4722] | 72 | if (random.NextDouble() < 0.5)
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[4186] | 73 | return parent1.Clone() as PotvinEncoding;
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| 74 | else
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[6760] | 75 | return parent2.Clone() as PotvinEncoding;
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[4186] | 76 | }
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| 77 | }
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| 78 | }
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| 79 | }
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