[8894] | 1 | #region License Information
|
---|
| 2 | /* HeuristicLab
|
---|
[16311] | 3 | * Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
[8894] | 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 System.Collections.Generic;
|
---|
| 23 | using HeuristicLab.Common;
|
---|
| 24 | using HeuristicLab.Core;
|
---|
| 25 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
---|
| 26 | using HeuristicLab.Problems.VehicleRouting.Encodings.Potvin;
|
---|
| 27 |
|
---|
| 28 | namespace HeuristicLab.Problems.VehicleRouting {
|
---|
| 29 | /// <summary>
|
---|
| 30 | /// An operator which improves VRP solutions.
|
---|
| 31 | /// </summary>
|
---|
| 32 | [Item("VRPIntraRouteImprovementOperator", "An operator which improves VRP solutions.")]
|
---|
| 33 | [StorableClass]
|
---|
| 34 | public sealed class VRPIntraRouteImprovementOperator : VRPImprovementOperator {
|
---|
| 35 | [StorableConstructor]
|
---|
| 36 | private VRPIntraRouteImprovementOperator(bool deserializing) : base(deserializing) { }
|
---|
[8899] | 37 | private VRPIntraRouteImprovementOperator(VRPIntraRouteImprovementOperator original, Cloner cloner) : base(original, cloner) { }
|
---|
[8894] | 38 | public VRPIntraRouteImprovementOperator() : base() { }
|
---|
| 39 |
|
---|
| 40 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
| 41 | return new VRPIntraRouteImprovementOperator(this, cloner);
|
---|
| 42 | }
|
---|
| 43 |
|
---|
| 44 | protected override int Improve(PotvinEncoding solution) {
|
---|
| 45 | int evaluatedSolutions = 0;
|
---|
| 46 |
|
---|
| 47 | var rand = RandomParameter.ActualValue;
|
---|
| 48 | var instance = ProblemInstance;
|
---|
| 49 | int sampleSize = SampleSizeParameter.Value.Value;
|
---|
| 50 | int attempts = ImprovementAttemptsParameter.Value.Value;
|
---|
| 51 | int customers = instance.Cities.Value;
|
---|
| 52 |
|
---|
| 53 | // store city-to-tour assignment and position of the city within the tour
|
---|
| 54 | var tours = new Dictionary<int, Tour>();
|
---|
| 55 | var position = new Dictionary<int, int>();
|
---|
| 56 | foreach (Tour tour in solution.Tours) {
|
---|
| 57 | for (int stop = 0; stop < tour.Stops.Count; stop++) {
|
---|
| 58 | int city = tour.Stops[stop];
|
---|
| 59 | tours[city] = tour;
|
---|
| 60 | position[city] = stop;
|
---|
| 61 | }
|
---|
| 62 | }
|
---|
| 63 |
|
---|
| 64 | for (int attempt = 0; attempt < attempts; attempt++) {
|
---|
| 65 | for (int sample = 0; sample < sampleSize; sample++) {
|
---|
| 66 | int chosenCust = 1 + rand.Next(customers);
|
---|
| 67 | var custTour = tours[chosenCust];
|
---|
| 68 |
|
---|
| 69 | double beforeQuality = instance.EvaluateTour(custTour, solution).Quality;
|
---|
| 70 | evaluatedSolutions++;
|
---|
| 71 |
|
---|
| 72 | custTour.Stops.RemoveAt(position[chosenCust]);
|
---|
| 73 | int place = solution.FindBestInsertionPlace(custTour, chosenCust);
|
---|
| 74 | evaluatedSolutions += custTour.Stops.Count;
|
---|
| 75 | custTour.Stops.Insert(place, chosenCust);
|
---|
| 76 |
|
---|
| 77 | if (place != position[chosenCust]) {
|
---|
| 78 | double afterQuality = instance.EvaluateTour(custTour, solution).Quality;
|
---|
| 79 | if (afterQuality > beforeQuality) {
|
---|
| 80 | // revert move
|
---|
| 81 | custTour.Stops.RemoveAt(place);
|
---|
| 82 | custTour.Stops.Insert(position[chosenCust], chosenCust);
|
---|
| 83 | } else {
|
---|
| 84 | // accept move and update positions of the cities within the tour
|
---|
| 85 | for (int stop = 0; stop < custTour.Stops.Count; stop++) {
|
---|
| 86 | int city = custTour.Stops[stop];
|
---|
| 87 | position[city] = stop;
|
---|
| 88 | }
|
---|
| 89 | break;
|
---|
| 90 | }
|
---|
| 91 | }
|
---|
| 92 | }
|
---|
| 93 | }
|
---|
| 94 |
|
---|
| 95 | return evaluatedSolutions;
|
---|
| 96 | }
|
---|
| 97 | }
|
---|
| 98 | }
|
---|