[4360] | 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 System;
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| 23 | using System.Collections.Generic;
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| 24 | using System.Drawing;
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| 25 | using System.Linq;
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| 26 | using HeuristicLab.Common;
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| 27 | using HeuristicLab.Core;
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| 28 | using HeuristicLab.Data;
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| 29 | using HeuristicLab.Encodings.PermutationEncoding;
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| 30 | using HeuristicLab.Optimization;
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| 31 | using HeuristicLab.Parameters;
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| 32 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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| 33 | using HeuristicLab.PluginInfrastructure;
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[4362] | 34 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
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| 35 | using HeuristicLab.Problems.VehicleRouting.Parsers;
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| 36 | using HeuristicLab.Problems.VehicleRouting.ProblemInstances;
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[4365] | 37 | using HeuristicLab.Problems.VehicleRouting.Variants;
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[4360] | 38 |
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| 39 | namespace HeuristicLab.Problems.VehicleRouting {
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| 40 | [Item("Vehicle Routing Problem", "Represents a Vehicle Routing Problem.")]
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| 41 | [Creatable("Problems")]
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| 42 | [StorableClass]
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[5867] | 43 | public sealed class VehicleRoutingProblem : ParameterizedNamedItem, ISingleObjectiveHeuristicOptimizationProblem, IStorableContent {
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[4444] | 44 | public string Filename { get; set; }
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[7203] | 45 |
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| 46 | public static new Image StaticItemImage {
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[5867] | 47 | get { return HeuristicLab.Common.Resources.VSImageLibrary.Type; }
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[4360] | 48 | }
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| 49 |
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[4362] | 50 | #region Parameter Properties
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| 51 | public ValueParameter<BoolValue> MaximizationParameter {
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| 52 | get { return (ValueParameter<BoolValue>)Parameters["Maximization"]; }
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[4360] | 53 | }
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[5867] | 54 | IParameter ISingleObjectiveHeuristicOptimizationProblem.MaximizationParameter {
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[4362] | 55 | get { return MaximizationParameter; }
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[4360] | 56 | }
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[4362] | 57 | public ValueParameter<IVRPProblemInstance> ProblemInstanceParameter {
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| 58 | get { return (ValueParameter<IVRPProblemInstance>)Parameters["ProblemInstance"]; }
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| 59 | }
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| 60 | public OptionalValueParameter<DoubleValue> BestKnownQualityParameter {
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| 61 | get { return (OptionalValueParameter<DoubleValue>)Parameters["BestKnownQuality"]; }
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| 62 | }
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[5867] | 63 | IParameter ISingleObjectiveHeuristicOptimizationProblem.BestKnownQualityParameter {
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[4362] | 64 | get { return BestKnownQualityParameter; }
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| 65 | }
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[4860] | 66 | public OptionalValueParameter<VRPSolution> BestKnownSolutionParameter {
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| 67 | get { return (OptionalValueParameter<VRPSolution>)Parameters["BestKnownSolution"]; }
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| 68 | }
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[4365] | 69 | public IValueParameter<IVRPCreator> SolutionCreatorParameter {
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| 70 | get { return (IValueParameter<IVRPCreator>)Parameters["SolutionCreator"]; }
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[4360] | 71 | }
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[5867] | 72 | IParameter IHeuristicOptimizationProblem.SolutionCreatorParameter {
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[4365] | 73 | get { return SolutionCreatorParameter; }
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[4362] | 74 | }
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[4365] | 75 | public IValueParameter<IVRPEvaluator> EvaluatorParameter {
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| 76 | get { return (IValueParameter<IVRPEvaluator>)Parameters["Evaluator"]; }
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| 77 | }
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[5867] | 78 | IParameter IHeuristicOptimizationProblem.EvaluatorParameter {
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[4365] | 79 | get { return EvaluatorParameter; }
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| 80 | }
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[4362] | 81 | #endregion
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[4360] | 82 |
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[4362] | 83 | #region Properties
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| 84 | public IVRPProblemInstance ProblemInstance {
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| 85 | get { return ProblemInstanceParameter.Value; }
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| 86 | set { ProblemInstanceParameter.Value = value; }
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[4360] | 87 | }
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| 88 |
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[4860] | 89 | public VRPSolution BestKnownSolution {
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| 90 | get { return BestKnownSolutionParameter.Value; }
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| 91 | set { BestKnownSolutionParameter.Value = value; }
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| 92 | }
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| 93 |
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[4362] | 94 | public ISingleObjectiveEvaluator Evaluator {
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[4365] | 95 | get { return ProblemInstance.EvaluatorParameter.Value; }
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[4360] | 96 | }
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| 97 |
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[5867] | 98 | IEvaluator IHeuristicOptimizationProblem.Evaluator {
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[4362] | 99 | get { return this.Evaluator; }
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[4360] | 100 | }
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| 101 |
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[4362] | 102 | public ISolutionCreator SolutionCreator {
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[4365] | 103 | get { return ProblemInstance.SolutionCreatorParameter.Value; }
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[4360] | 104 | }
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| 105 |
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[4365] | 106 | [Storable]
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| 107 | private List<IOperator> operators;
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| 108 |
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[4362] | 109 | public IEnumerable<IOperator> Operators {
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[4365] | 110 | get { return operators; }
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[4360] | 111 | }
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| 112 | #endregion
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| 113 |
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| 114 | [StorableConstructor]
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| 115 | private VehicleRoutingProblem(bool deserializing) : base(deserializing) { }
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| 116 | public VehicleRoutingProblem()
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| 117 | : base() {
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| 118 | Parameters.Add(new ValueParameter<BoolValue>("Maximization", "Set to false as the Vehicle Routing Problem is a minimization problem.", new BoolValue(false)));
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[4362] | 119 | Parameters.Add(new ValueParameter<IVRPProblemInstance>("ProblemInstance", "The VRP problem instance"));
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| 120 | Parameters.Add(new OptionalValueParameter<DoubleValue>("BestKnownQuality", "The quality of the best known solution of this VRP instance."));
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[4860] | 121 | Parameters.Add(new OptionalValueParameter<VRPSolution>("BestKnownSolution", "The best known solution of this VRP instance."));
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[4365] | 122 |
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| 123 | operators = new List<IOperator>();
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| 124 |
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[4360] | 125 | InitializeRandomVRPInstance();
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[4365] | 126 | InitializeOperators();
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[4360] | 127 |
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| 128 | AttachEventHandlers();
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[4362] | 129 | AttachProblemInstanceEventHandlers();
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[4360] | 130 | }
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| 131 |
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| 132 | public override IDeepCloneable Clone(Cloner cloner) {
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[4752] | 133 | return new VehicleRoutingProblem(this, cloner);
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[4360] | 134 | }
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| 135 |
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[4752] | 136 | private VehicleRoutingProblem(VehicleRoutingProblem original, Cloner cloner)
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| 137 | : base(original, cloner) {
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| 138 | this.operators = original.operators.Select(x => (IOperator)cloner.Clone(x)).ToList();
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| 139 | this.AttachEventHandlers();
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| 140 | }
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| 141 |
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[4360] | 142 | #region Events
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| 143 | public event EventHandler SolutionCreatorChanged;
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| 144 | private void OnSolutionCreatorChanged() {
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| 145 | EventHandler handler = SolutionCreatorChanged;
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| 146 | if (handler != null) handler(this, EventArgs.Empty);
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| 147 | }
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| 148 | public event EventHandler EvaluatorChanged;
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| 149 | private void OnEvaluatorChanged() {
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| 150 | EventHandler handler = EvaluatorChanged;
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| 151 | if (handler != null) handler(this, EventArgs.Empty);
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| 152 | }
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| 153 | public event EventHandler OperatorsChanged;
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| 154 | private void OnOperatorsChanged() {
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| 155 | EventHandler handler = OperatorsChanged;
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| 156 | if (handler != null) handler(this, EventArgs.Empty);
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| 157 | }
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| 158 | public event EventHandler Reset;
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| 159 | private void OnReset() {
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| 160 | EventHandler handler = Reset;
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| 161 | if (handler != null) handler(this, EventArgs.Empty);
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| 162 | }
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| 163 | #endregion
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| 164 |
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| 165 | #region Helpers
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| 166 | [StorableHook(HookType.AfterDeserialization)]
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| 167 | private void AfterDeserializationHook() {
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| 168 | AttachEventHandlers();
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[4362] | 169 | AttachProblemInstanceEventHandlers();
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[4360] | 170 | }
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| 171 |
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| 172 | private void AttachEventHandlers() {
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[4362] | 173 | ProblemInstanceParameter.ValueChanged += new EventHandler(ProblemInstanceParameter_ValueChanged);
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[4360] | 174 | }
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[4362] | 175 |
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| 176 | private void AttachProblemInstanceEventHandlers() {
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[4365] | 177 | if (Parameters.ContainsKey("Evaluator"))
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| 178 | Parameters.Remove("Evaluator");
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| 179 |
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| 180 | if (Parameters.ContainsKey("SolutionCreator"))
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| 181 | Parameters.Remove("SolutionCreator");
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| 182 |
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[4860] | 183 | if (Parameters.ContainsKey("BestKnownSolution"))
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| 184 | Parameters.Remove("BestKnownSolution");
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| 185 |
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| 186 | if (Parameters.ContainsKey("BestKnownQuality"))
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| 187 | Parameters.Remove("BestKnownQuality");
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| 188 |
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| 189 |
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[4362] | 190 | if (ProblemInstance != null) {
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| 191 | ProblemInstance.SolutionCreatorParameter.ValueChanged += new EventHandler(SolutionCreatorParameter_ValueChanged);
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| 192 | ProblemInstance.EvaluatorParameter.ValueChanged += new EventHandler(EvaluatorParameter_ValueChanged);
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[4365] | 193 | Parameters.Add(ProblemInstance.EvaluatorParameter);
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| 194 | Parameters.Add(ProblemInstance.SolutionCreatorParameter);
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[4860] | 195 |
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| 196 | Parameters.Add(ProblemInstance.BestKnownQualityParameter);
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| 197 | Parameters.Add(ProblemInstance.BestKnownSolutionParameter);
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[4362] | 198 | }
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[4360] | 199 | }
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[4362] | 200 |
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| 201 | void ProblemInstanceParameter_ValueChanged(object sender, EventArgs e) {
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| 202 | AttachProblemInstanceEventHandlers();
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[4365] | 203 | InitializeOperators();
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| 204 |
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| 205 | OnSolutionCreatorChanged();
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| 206 | OnEvaluatorChanged();
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| 207 | OnOperatorsChanged();
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[4360] | 208 | }
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[6907] | 209 |
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| 210 | public void SetProblemInstance(IVRPProblemInstance instance) {
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| 211 | ProblemInstanceParameter.ValueChanged -= new EventHandler(ProblemInstanceParameter_ValueChanged);
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| 212 |
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| 213 | ProblemInstance = instance;
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| 214 | AttachProblemInstanceEventHandlers();
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| 215 |
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| 216 | OnSolutionCreatorChanged();
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| 217 | OnEvaluatorChanged();
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| 218 |
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| 219 | ProblemInstanceParameter.ValueChanged += new EventHandler(ProblemInstanceParameter_ValueChanged);
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| 220 | }
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| 221 |
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[4362] | 222 | private void SolutionCreatorParameter_ValueChanged(object sender, EventArgs e) {
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[4365] | 223 | ParameterizeSolutionCreator();
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| 224 |
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[4362] | 225 | OnSolutionCreatorChanged();
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[4360] | 226 | }
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[4362] | 227 | private void EvaluatorParameter_ValueChanged(object sender, EventArgs e) {
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| 228 | OnEvaluatorChanged();
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[4360] | 229 | }
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[4365] | 230 |
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| 231 | private void InitializeOperators() {
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| 232 | operators = new List<IOperator>();
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| 233 |
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| 234 | if (ProblemInstance != null) {
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| 235 | operators.AddRange(
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| 236 | ProblemInstance.Operators.Concat(
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| 237 | ApplicationManager.Manager.GetInstances<IGeneralVRPOperator>().Cast<IOperator>()).OrderBy(op => op.Name));
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| 238 | }
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| 239 |
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| 240 | ParameterizeOperators();
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| 241 | }
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| 242 |
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| 243 | private void ParameterizeSolutionCreator() {
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| 244 | if (SolutionCreator is IMultiVRPOperator) {
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| 245 | (SolutionCreator as IMultiVRPOperator).SetOperators(Operators);
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| 246 | }
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| 247 | }
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| 248 |
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| 249 | private void ParameterizeOperators() {
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| 250 | foreach (IOperator op in Operators) {
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| 251 | if (op is IMultiVRPOperator) {
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| 252 | (op as IMultiVRPOperator).SetOperators(Operators);
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| 253 | }
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| 254 | }
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| 255 | }
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[4360] | 256 | #endregion
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| 257 |
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[6851] | 258 | public void ImportFromCordeau(string cordeauFileName) {
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| 259 | CordeauParser parser = new CordeauParser(cordeauFileName);
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| 260 | parser.Parse();
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| 261 |
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[6854] | 262 | MDCVRPTWProblemInstance problem = new MDCVRPTWProblemInstance();
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[6851] | 263 |
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| 264 | problem.Coordinates = new DoubleMatrix(parser.Coordinates);
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| 265 | problem.Vehicles.Value = parser.Vehicles;
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| 266 | problem.Capacity = new DoubleArray(parser.Capacity);
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| 267 | problem.Demand = new DoubleArray(parser.Demands);
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| 268 | problem.Depots.Value = parser.Depots;
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| 269 | problem.VehicleDepotAssignment = new IntArray(parser.Vehicles);
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[6854] | 270 | problem.ReadyTime = new DoubleArray(parser.Readytimes);
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| 271 | problem.ServiceTime = new DoubleArray(parser.Servicetimes);
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| 272 | problem.DueTime = new DoubleArray(parser.Duetimes);
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| 273 |
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[6851] | 274 | int depot = 0;
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| 275 | int i = 0;
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| 276 | while(i < parser.Vehicles) {
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| 277 | problem.VehicleDepotAssignment[i] = depot;
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| 278 |
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| 279 | i++;
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| 280 | if (i % (parser.Vehicles / parser.Depots) == 0)
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| 281 | depot++;
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| 282 | }
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| 283 |
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| 284 | this.ProblemInstance = problem;
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| 285 |
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| 286 | OnReset();
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| 287 | }
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| 288 |
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[6710] | 289 | public void ImportFromLiLim(string liLimFileName) {
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| 290 | LiLimParser parser = new LiLimParser(liLimFileName);
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| 291 | parser.Parse();
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[6851] | 292 |
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[6710] | 293 | CVRPPDTWProblemInstance problem = new CVRPPDTWProblemInstance();
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| 294 |
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| 295 | problem.Coordinates = new DoubleMatrix(parser.Coordinates);
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| 296 | problem.Vehicles.Value = parser.Vehicles;
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| 297 | problem.Capacity.Value = parser.Capacity;
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| 298 | problem.Demand = new DoubleArray(parser.Demands);
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| 299 | problem.ReadyTime = new DoubleArray(parser.Readytimes);
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| 300 | problem.DueTime = new DoubleArray(parser.Duetimes);
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| 301 | problem.ServiceTime = new DoubleArray(parser.Servicetimes);
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| 302 | problem.PickupDeliveryLocation = new IntArray(parser.PickupDeliveryLocations);
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| 303 |
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| 304 | this.ProblemInstance = problem;
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| 305 |
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| 306 | OnReset();
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| 307 | }
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| 308 |
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[4360] | 309 | public void ImportFromSolomon(string solomonFileName) {
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| 310 | SolomonParser parser = new SolomonParser(solomonFileName);
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| 311 | parser.Parse();
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| 312 |
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| 313 | this.Name = parser.ProblemName;
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[4362] | 314 | CVRPTWProblemInstance problem = new CVRPTWProblemInstance();
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| 315 |
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| 316 | problem.Coordinates = new DoubleMatrix(parser.Coordinates);
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| 317 | problem.Vehicles.Value = parser.Vehicles;
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| 318 | problem.Capacity.Value = parser.Capacity;
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| 319 | problem.Demand = new DoubleArray(parser.Demands);
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| 320 | problem.ReadyTime = new DoubleArray(parser.Readytimes);
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| 321 | problem.DueTime = new DoubleArray(parser.Duetimes);
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| 322 | problem.ServiceTime = new DoubleArray(parser.Servicetimes);
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[4360] | 323 |
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[4362] | 324 | this.ProblemInstance = problem;
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| 325 |
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[4360] | 326 | OnReset();
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| 327 | }
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| 328 |
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| 329 | public void ImportFromTSPLib(string tspFileName) {
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| 330 | TSPLIBParser parser = new TSPLIBParser(tspFileName);
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| 331 | parser.Parse();
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| 332 |
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| 333 | this.Name = parser.Name;
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| 334 | int problemSize = parser.Demands.Length;
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| 335 |
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[4860] | 336 | if (parser.Depot != 1) {
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| 337 | ErrorHandling.ShowErrorDialog(new Exception("Invalid depot specification"));
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| 338 | return;
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| 339 | }
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[4360] | 340 |
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[4860] | 341 | if (parser.WeightType != TSPLIBParser.TSPLIBEdgeWeightType.EUC_2D) {
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| 342 | ErrorHandling.ShowErrorDialog(new Exception("Invalid weight type"));
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| 343 | return;
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| 344 | }
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[4360] | 345 |
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[4362] | 346 | CVRPTWProblemInstance problem = new CVRPTWProblemInstance();
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| 347 | problem.Coordinates = new DoubleMatrix(parser.Vertices);
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| 348 | if (parser.Vehicles != -1)
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| 349 | problem.Vehicles.Value = parser.Vehicles;
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| 350 | else
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| 351 | problem.Vehicles.Value = problemSize - 1;
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| 352 | problem.Capacity.Value = parser.Capacity;
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| 353 | problem.Demand = new DoubleArray(parser.Demands);
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| 354 | problem.ReadyTime = new DoubleArray(problemSize);
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| 355 | problem.DueTime = new DoubleArray(problemSize);
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| 356 | problem.ServiceTime = new DoubleArray(problemSize);
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| 357 |
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| 358 | for (int i = 0; i < problemSize; i++) {
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| 359 | problem.ReadyTime[i] = 0;
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| 360 | problem.DueTime[i] = int.MaxValue;
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| 361 | problem.ServiceTime[i] = 0;
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| 362 | }
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| 363 |
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| 364 | if (parser.Distance != -1) {
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| 365 | problem.DueTime[0] = parser.Distance;
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| 366 | }
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| 367 |
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| 368 | this.ProblemInstance = problem;
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| 369 |
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[4360] | 370 | OnReset();
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| 371 | }
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| 372 |
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| 373 | public void ImportFromORLib(string orFileName) {
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| 374 | ORLIBParser parser = new ORLIBParser(orFileName);
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| 375 | parser.Parse();
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| 376 |
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| 377 | this.Name = parser.Name;
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| 378 | int problemSize = parser.Demands.Length;
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| 379 |
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[4362] | 380 | CVRPProblemInstance problem = new CVRPProblemInstance();
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| 381 |
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| 382 | problem.Coordinates = new DoubleMatrix(parser.Vertices);
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| 383 | problem.Vehicles.Value = problemSize - 1;
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| 384 | problem.Capacity.Value = parser.Capacity;
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| 385 | problem.Demand = new DoubleArray(parser.Demands);
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| 386 |
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| 387 | this.ProblemInstance = problem;
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| 388 |
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[4360] | 389 | OnReset();
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| 390 | }
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| 391 |
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| 392 | private void InitializeRandomVRPInstance() {
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| 393 | System.Random rand = new System.Random();
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| 394 |
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[4362] | 395 | CVRPTWProblemInstance problem = new CVRPTWProblemInstance();
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[4360] | 396 | int cities = 100;
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[4362] | 397 |
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| 398 | problem.Coordinates = new DoubleMatrix(cities + 1, 2);
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| 399 | problem.Demand = new DoubleArray(cities + 1);
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| 400 | problem.DueTime = new DoubleArray(cities + 1);
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| 401 | problem.ReadyTime = new DoubleArray(cities + 1);
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| 402 | problem.ServiceTime = new DoubleArray(cities + 1);
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| 403 |
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| 404 | problem.Vehicles.Value = 100;
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| 405 | problem.Capacity.Value = 200;
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| 406 |
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| 407 | for (int i = 0; i <= cities; i++) {
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| 408 | problem.Coordinates[i, 0] = rand.Next(0, 100);
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| 409 | problem.Coordinates[i, 1] = rand.Next(0, 100);
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| 410 |
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| 411 | if (i == 0) {
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| 412 | problem.Demand[i] = 0;
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| 413 | problem.DueTime[i] = Int16.MaxValue;
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| 414 | problem.ReadyTime[i] = 0;
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| 415 | problem.ServiceTime[i] = 0;
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| 416 | } else {
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| 417 | problem.Demand[i] = rand.Next(10, 50);
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[6851] | 418 | problem.DueTime[i] = rand.Next((int)Math.Ceiling(problem.GetDistance(0, i, null)), 1200);
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[4362] | 419 | problem.ReadyTime[i] = problem.DueTime[i] - rand.Next(0, 100);
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| 420 | problem.ServiceTime[i] = 90;
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| 421 | }
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| 422 | }
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| 423 |
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| 424 | this.ProblemInstance = problem;
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[4360] | 425 | }
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[4860] | 426 |
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| 427 | public void ImportSolution(string solutionFileName) {
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| 428 | SolutionParser parser = new SolutionParser(solutionFileName);
|
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| 429 | parser.Parse();
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| 430 |
|
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| 431 | HeuristicLab.Problems.VehicleRouting.Encodings.Potvin.PotvinEncoding encoding = new Encodings.Potvin.PotvinEncoding(ProblemInstance);
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| 432 |
|
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| 433 | int cities = 0;
|
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| 434 | foreach (List<int> route in parser.Routes) {
|
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| 435 | Tour tour = new Tour();
|
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| 436 | tour.Stops.AddRange(route);
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| 437 | cities += tour.Stops.Count;
|
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| 438 |
|
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| 439 | encoding.Tours.Add(tour);
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| 440 | }
|
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| 441 |
|
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| 442 | if (cities != ProblemInstance.Coordinates.Rows - 1)
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| 443 | ErrorHandling.ShowErrorDialog(new Exception("The optimal solution does not seem to correspond with the problem data"));
|
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| 444 | else {
|
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| 445 | VRPSolution solution = new VRPSolution(ProblemInstance, encoding, new DoubleValue(0));
|
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| 446 | ProblemInstance.BestKnownSolutionParameter.Value = solution;
|
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| 447 | }
|
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| 448 | }
|
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[4360] | 449 | }
|
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| 450 | }
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