#region License Information /* HeuristicLab * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL) * * This file is part of HeuristicLab. * * HeuristicLab is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * HeuristicLab is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with HeuristicLab. If not, see . */ #endregion using HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Encodings.PermutationEncoding; using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; using HeuristicLab.Problems.VehicleRouting.Interfaces; namespace HeuristicLab.Problems.VehicleRouting.Encodings.Potvin { [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.")] [StorableClass] public sealed class PotvinRouteBasedCrossover : PotvinCrossover { [StorableConstructor] private PotvinRouteBasedCrossover(bool deserializing) : base(deserializing) { } public PotvinRouteBasedCrossover() : base() { } public override IDeepCloneable Clone(Cloner cloner) { return new PotvinRouteBasedCrossover(this, cloner); } private PotvinRouteBasedCrossover(PotvinRouteBasedCrossover original, Cloner cloner) : base(original, cloner) { } public static PotvinEncoding Apply(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2, IVRPProblemInstance problemInstance, bool allowInfeasible) { PotvinEncoding child = parent2.Clone() as PotvinEncoding; if (parent1.Tours.Count > 0 && child.Tours.Count > 0) { int tourParent1 = random.Next(parent1.Tours.Count); Tour replacing = parent1.Tours[tourParent1].Clone() as Tour; int tourParent2 = random.Next(child.Tours.Count); Tour replaced = child.Tours[tourParent2]; child.Tours.Remove(replaced); child.Tours.Insert(tourParent2, replacing); Permutation vehicleAssignment = child.VehicleAssignment; int vehicle = vehicleAssignment[tourParent2]; int vehicle2 = parent1.VehicleAssignment[tourParent1]; vehicleAssignment[tourParent2] = vehicle2; for (int i = 0; i < vehicleAssignment.Length; i++) { if (vehicleAssignment[i] == vehicle2 && i != tourParent2) { vehicleAssignment[i] = vehicle; break; } } foreach (int city in replaced.Stops) if (FindRoute(child, city) == null && !child.Unrouted.Contains(city)) child.Unrouted.Add(city); if (Repair(random, child, replacing, problemInstance, allowInfeasible) || allowInfeasible) return child; else { if (random.NextDouble() < 0.5) return parent1.Clone() as PotvinEncoding; else return parent2.Clone() as PotvinEncoding; } } else { return child; } } protected override PotvinEncoding Crossover(IRandom random, PotvinEncoding parent1, PotvinEncoding parent2) { return Apply(random, parent1, parent2, ProblemInstance, AllowInfeasibleSolutions.Value.Value); } } }