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 |
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28 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin {
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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.")]
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30 | [StorableClass]
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31 | public sealed class PotvinRouteBasedCrossover : PotvinCrossover {
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32 | [StorableConstructor]
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33 | private PotvinRouteBasedCrossover(bool deserializing) : base(deserializing) { }
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34 |
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35 | public PotvinRouteBasedCrossover()
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36 | : base() { }
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37 |
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38 | protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) {
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39 | PotvinEncoding child = parent2.Clone() as PotvinEncoding;
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40 |
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41 | int tourParent1 = random.Next(parent1.Tours.Count);
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42 | Tour replacing = parent1.Tours[tourParent1].Clone() as Tour;
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43 |
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44 | int tourParent2 = random.Next(child.Tours.Count);
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45 | Tour replaced = child.Tours[tourParent2];
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46 |
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47 | child.Tours.Remove(replaced);
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48 | child.Tours.Add(replacing);
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49 |
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50 | foreach (int city in replaced.Stops)
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51 | if (FindRoute(child, city) == null && !child.Unrouted.Contains(city))
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52 | child.Unrouted.Add(city);
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53 |
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54 | if (Repair(random, child, replacing))
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55 | return child;
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56 | else {
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57 | if(random.NextDouble() < 0.5)
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58 | return parent1.Clone() as PotvinEncoding;
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59 | else
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60 | return parent2.Clone() as PotvinEncoding;
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61 | }
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62 | }
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63 | }
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64 | }
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