[4362] | 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.Linq;
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| 25 | using System.Text;
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| 26 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
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| 27 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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| 28 | using HeuristicLab.Core;
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| 29 | using HeuristicLab.Parameters;
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| 30 | using HeuristicLab.Data;
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| 31 | using HeuristicLab.Optimization;
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| 32 | using HeuristicLab.PluginInfrastructure;
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[4752] | 33 | using HeuristicLab.Common;
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[5867] | 34 | using HeuristicLab.Problems.VehicleRouting.Encodings.General;
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[4362] | 35 |
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| 36 | namespace HeuristicLab.Problems.VehicleRouting.ProblemInstances {
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| 37 | [Item("VRPProblemInstance", "Represents a VRP instance.")]
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| 38 | [StorableClass]
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| 39 | public abstract class VRPProblemInstance: ParameterizedNamedItem, IVRPProblemInstance {
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| 40 | public IValueParameter<IVRPEvaluator> EvaluatorParameter {
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| 41 | get { return (ValueParameter<IVRPEvaluator>)Parameters["Evaluator"]; }
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| 42 | }
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| 43 |
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[5867] | 44 | IVRPEvaluator moveEvaluator;
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| 45 |
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| 46 | public IVRPEvaluator MoveEvaluator {
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| 47 | get {
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| 48 | if (EvaluatorParameter.Value == null)
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| 49 | return null;
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| 50 | else {
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| 51 | if (moveEvaluator == null) {
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| 52 | moveEvaluator = EvaluatorParameter.Value.Clone() as IVRPEvaluator;
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| 53 |
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| 54 | foreach (IParameter parameter in moveEvaluator.Parameters) {
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| 55 | if (parameter is ILookupParameter
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| 56 | && parameter != moveEvaluator.ProblemInstanceParameter
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| 57 | && parameter != moveEvaluator.VRPToursParameter) {
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| 58 | (parameter as ILookupParameter).ActualName =
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| 59 | VRPMoveEvaluator.MovePrefix +
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| 60 | (parameter as ILookupParameter).ActualName;
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| 61 | }
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| 62 | }
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| 63 | }
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| 64 |
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| 65 | return moveEvaluator;
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| 66 | }
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| 67 | }
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| 68 | }
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| 69 |
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[4362] | 70 | public IValueParameter<IVRPCreator> SolutionCreatorParameter {
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| 71 | get { return (ValueParameter<IVRPCreator>)Parameters["SolutionCreator"]; }
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| 72 | }
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| 73 |
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[4374] | 74 | protected abstract IEnumerable<IOperator> GetOperators();
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| 75 | protected abstract IEnumerable<IOperator> GetAnalyzers();
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| 76 |
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| 77 | public IEnumerable<IOperator> Operators {
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| 78 | get {
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| 79 | return GetOperators().Union(GetAnalyzers());
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| 80 | }
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| 81 | }
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[4362] | 82 |
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| 83 | protected ValueParameter<DoubleMatrix> CoordinatesParameter {
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| 84 | get { return (ValueParameter<DoubleMatrix>)Parameters["Coordinates"]; }
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| 85 | }
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[4380] | 86 | protected OptionalValueParameter<DoubleMatrix> DistanceMatrixParameter {
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| 87 | get { return (OptionalValueParameter<DoubleMatrix>)Parameters["DistanceMatrix"]; }
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| 88 | }
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[4362] | 89 | protected ValueParameter<BoolValue> UseDistanceMatrixParameter {
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| 90 | get { return (ValueParameter<BoolValue>)Parameters["UseDistanceMatrix"]; }
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| 91 | }
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| 92 | protected ValueParameter<IntValue> VehiclesParameter {
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| 93 | get { return (ValueParameter<IntValue>)Parameters["Vehicles"]; }
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| 94 | }
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| 95 | protected ValueParameter<DoubleArray> DemandParameter {
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| 96 | get { return (ValueParameter<DoubleArray>)Parameters["Demand"]; }
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| 97 | }
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| 98 |
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| 99 | protected IValueParameter<DoubleValue> FleetUsageFactorParameter {
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| 100 | get { return (IValueParameter<DoubleValue>)Parameters["EvalFleetUsageFactor"]; }
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| 101 | }
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| 102 | protected IValueParameter<DoubleValue> DistanceFactorParameter {
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| 103 | get { return (IValueParameter<DoubleValue>)Parameters["EvalDistanceFactor"]; }
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| 104 | }
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| 105 |
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[4860] | 106 | protected OptionalValueParameter<DoubleValue> BestKnownQualityParameter {
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| 107 | get { return (OptionalValueParameter<DoubleValue>)Parameters["BestKnownQuality"]; }
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| 108 | }
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| 109 | protected OptionalValueParameter<VRPSolution> BestKnownSolutionParameter {
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| 110 | get { return (OptionalValueParameter<VRPSolution>)Parameters["BestKnownSolution"]; }
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| 111 | }
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| 112 |
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| 113 | IValueParameter<DoubleValue> IVRPProblemInstance.BestKnownQualityParameter {
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| 114 | get { return BestKnownQualityParameter; }
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| 115 | }
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| 116 |
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| 117 | IValueParameter<VRPSolution> IVRPProblemInstance.BestKnownSolutionParameter {
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| 118 | get { return BestKnownSolutionParameter; }
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| 119 | }
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| 120 |
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[4362] | 121 | public DoubleMatrix Coordinates {
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| 122 | get { return CoordinatesParameter.Value; }
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| 123 | set { CoordinatesParameter.Value = value; }
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| 124 | }
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[4380] | 125 |
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| 126 | public DoubleMatrix DistanceMatrix {
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| 127 | get { return DistanceMatrixParameter.Value; }
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| 128 | set { DistanceMatrixParameter.Value = value; }
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| 129 | }
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[4362] | 130 | public BoolValue UseDistanceMatrix {
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| 131 | get { return UseDistanceMatrixParameter.Value; }
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| 132 | set { UseDistanceMatrixParameter.Value = value; }
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| 133 | }
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| 134 | public IntValue Vehicles {
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| 135 | get { return VehiclesParameter.Value; }
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| 136 | set { VehiclesParameter.Value = value; }
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| 137 | }
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| 138 | public DoubleArray Demand {
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| 139 | get { return DemandParameter.Value; }
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| 140 | set { DemandParameter.Value = value; }
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| 141 | }
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[4365] | 142 | public virtual IntValue Cities {
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[4362] | 143 | get { return new IntValue(Demand.Length); }
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| 144 | }
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| 145 |
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| 146 | public DoubleValue FleetUsageFactor {
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| 147 | get { return FleetUsageFactorParameter.Value; }
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| 148 | set { FleetUsageFactorParameter.Value = value; }
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| 149 | }
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| 150 | public DoubleValue DistanceFactor {
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| 151 | get { return DistanceFactorParameter.Value; }
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| 152 | set { DistanceFactorParameter.Value = value; }
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| 153 | }
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| 154 |
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[4860] | 155 | public DoubleValue BestKnownQuality {
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| 156 | get { return BestKnownQualityParameter.Value; }
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| 157 | set { BestKnownQualityParameter.Value = value; }
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| 158 | }
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| 159 | public VRPSolution BestKnownSolution {
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| 160 | get { return BestKnownSolutionParameter.Value; }
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| 161 | set { BestKnownSolutionParameter.Value = value; }
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| 162 | }
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| 163 |
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[4362] | 164 | private double CalculateDistance(int start, int end) {
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| 165 | double distance = 0.0;
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| 166 |
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| 167 | distance =
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| 168 | Math.Sqrt(
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| 169 | Math.Pow(Coordinates[start, 0] - Coordinates[end, 0], 2) +
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| 170 | Math.Pow(Coordinates[start, 1] - Coordinates[end, 1], 2));
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| 171 |
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| 172 | return distance;
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| 173 | }
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| 174 |
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| 175 | private DoubleMatrix CreateDistanceMatrix() {
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| 176 | DoubleMatrix distanceMatrix = new DoubleMatrix(Coordinates.Rows, Coordinates.Rows);
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| 177 |
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| 178 | for (int i = 0; i < distanceMatrix.Rows; i++) {
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| 179 | for (int j = i; j < distanceMatrix.Columns; j++) {
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| 180 | double distance = CalculateDistance(i, j);
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| 181 |
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| 182 | distanceMatrix[i, j] = distance;
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| 183 | distanceMatrix[j, i] = distance;
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| 184 | }
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| 185 | }
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| 186 |
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| 187 | return distanceMatrix;
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| 188 | }
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| 189 |
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| 190 | public double GetDistance(int start, int end) {
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| 191 | double distance = 0.0;
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[4380] | 192 | DoubleMatrix distanceMatrix = DistanceMatrix;
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[4362] | 193 |
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[4380] | 194 | if (distanceMatrix == null && UseDistanceMatrix.Value) {
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| 195 | distanceMatrix = DistanceMatrix = CreateDistanceMatrix();
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| 196 | }
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| 197 |
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| 198 | if (distanceMatrix != null)
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| 199 | distance = distanceMatrix[start, end];
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[4377] | 200 | else
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[4362] | 201 | distance = CalculateDistance(start, end);
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| 202 |
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| 203 | return distance;
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| 204 | }
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| 205 |
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| 206 | public bool Feasible(IVRPEncoding solution) {
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[4378] | 207 | return EvaluatorParameter.Value.Feasible(
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| 208 | EvaluatorParameter.Value.Evaluate(
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| 209 | this, solution));
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[4362] | 210 | }
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| 211 |
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| 212 | public bool Feasible(Tour tour) {
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[4378] | 213 | return EvaluatorParameter.Value.Feasible(
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| 214 | EvaluatorParameter.Value.Evaluate(
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| 215 | this, tour));
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[4362] | 216 | }
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| 217 |
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| 218 | public double Evaluate(IVRPEncoding solution) {
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[4378] | 219 | return EvaluatorParameter.Value.Evaluate(this, solution).Quality;
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[4362] | 220 | }
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| 221 |
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| 222 | public double Evaluate(Tour tour) {
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[4378] | 223 | return EvaluatorParameter.Value.Evaluate(this, tour).Quality;
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[4362] | 224 | }
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| 225 |
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[4860] | 226 | protected void EvalBestKnownSolution() {
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| 227 | if (BestKnownSolution != null) {
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| 228 | //call evaluator
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| 229 | BestKnownQuality = new DoubleValue(Evaluate(BestKnownSolution.Solution));
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| 230 | BestKnownSolution.Quality = BestKnownQuality;
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| 231 | } else {
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| 232 | BestKnownQuality = null;
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| 233 | }
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| 234 | }
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| 235 |
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[4362] | 236 | protected abstract IVRPEvaluator Evaluator { get; }
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| 237 | protected abstract IVRPCreator Creator { get; }
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| 238 |
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| 239 | [StorableConstructor]
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| 240 | protected VRPProblemInstance(bool deserializing) : base(deserializing) { }
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| 241 |
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| 242 | public VRPProblemInstance()
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| 243 | : base() {
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| 244 | Parameters.Add(new ValueParameter<DoubleMatrix>("Coordinates", "The x- and y-Coordinates of the cities.", new DoubleMatrix()));
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[4380] | 245 | Parameters.Add(new OptionalValueParameter<DoubleMatrix>("DistanceMatrix", "The matrix which contains the distances between the cities."));
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[4362] | 246 | Parameters.Add(new ValueParameter<BoolValue>("UseDistanceMatrix", "True if a distance matrix should be calculated and used for evaluation, otherwise false.", new BoolValue(true)));
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| 247 | Parameters.Add(new ValueParameter<IntValue>("Vehicles", "The number of vehicles.", new IntValue(0)));
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| 248 | Parameters.Add(new ValueParameter<DoubleArray>("Demand", "The demand of each customer.", new DoubleArray()));
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| 249 |
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[5127] | 250 | Parameters.Add(new ValueParameter<DoubleValue>("EvalFleetUsageFactor", "The fleet usage factor considered in the evaluation.", new DoubleValue(0)));
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[4362] | 251 | Parameters.Add(new ValueParameter<DoubleValue>("EvalDistanceFactor", "The distance factor considered in the evaluation.", new DoubleValue(1)));
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| 252 |
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| 253 | Parameters.Add(new ValueParameter<IVRPCreator>("SolutionCreator", "The operator which should be used to create new VRP solutions.", Creator));
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| 254 | Parameters.Add(new ValueParameter<IVRPEvaluator>("Evaluator", "The operator which should be used to evaluate VRP solutions.", Evaluator));
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[4860] | 255 |
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| 256 | Parameters.Add(new OptionalValueParameter<DoubleValue>("BestKnownQuality", "The quality of the best known solution of this VRP instance."));
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| 257 | Parameters.Add(new OptionalValueParameter<VRPSolution>("BestKnownSolution", "The best known solution of this VRP instance."));
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| 258 |
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| 259 | AttachEventHandlers();
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[4362] | 260 | }
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[4752] | 261 |
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| 262 | protected VRPProblemInstance(VRPProblemInstance original, Cloner cloner)
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| 263 | : base(original, cloner) {
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[4860] | 264 | AttachEventHandlers();
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[4752] | 265 | }
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[4860] | 266 |
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| 267 | [StorableHook(HookType.AfterDeserialization)]
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| 268 | private void AfterDeserializationHook() {
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| 269 | #region Backwards Compatibility
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| 270 | if (!Parameters.ContainsKey("BestKnownSolution")) {
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| 271 | Parameters.Add(new OptionalValueParameter<VRPSolution>("BestKnownSolution", "The best known solution of this TSP instance."));
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| 272 | }
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[4895] | 273 | if (!Parameters.ContainsKey("BestKnownQuality")) {
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| 274 | Parameters.Add(new OptionalValueParameter<DoubleValue>("BestKnownQuality", "The quality of the best known solution of this VRP instance."));
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| 275 | }
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[4860] | 276 | #endregion
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| 277 |
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| 278 | AttachEventHandlers();
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| 279 | }
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| 280 |
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| 281 | private void AttachEventHandlers() {
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[5867] | 282 | EvaluatorParameter.ValueChanged += new EventHandler(EvaluatorParameter_ValueChanged);
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[4860] | 283 | BestKnownSolutionParameter.ValueChanged += new EventHandler(BestKnownSolutionParameter_ValueChanged);
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| 284 | DistanceFactorParameter.ValueChanged += new EventHandler(DistanceFactorParameter_ValueChanged);
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| 285 | DistanceFactorParameter.Value.ValueChanged += new EventHandler(DistanceFactor_ValueChanged);
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| 286 | FleetUsageFactorParameter.ValueChanged += new EventHandler(FleetUsageFactorParameter_ValueChanged);
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| 287 | FleetUsageFactorParameter.Value.ValueChanged += new EventHandler(FleetUsageFactor_ValueChanged);
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| 288 | DistanceMatrixParameter.ValueChanged += new EventHandler(DistanceMatrixParameter_ValueChanged);
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| 289 | if (DistanceMatrix != null) {
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| 290 | DistanceMatrix.ItemChanged += new EventHandler<EventArgs<int, int>>(DistanceMatrix_ItemChanged);
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| 291 | DistanceMatrix.Reset += new EventHandler(DistanceMatrix_Reset);
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| 292 | }
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| 293 | UseDistanceMatrixParameter.ValueChanged += new EventHandler(UseDistanceMatrixParameter_ValueChanged);
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| 294 | UseDistanceMatrix.ValueChanged += new EventHandler(UseDistanceMatrix_ValueChanged);
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| 295 | }
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| 296 |
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| 297 | #region Event handlers
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[5867] | 298 | void EvaluatorParameter_ValueChanged(object sender, EventArgs e) {
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| 299 | moveEvaluator = null;
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| 300 | }
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| 301 |
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[4860] | 302 | void BestKnownSolutionParameter_ValueChanged(object sender, EventArgs e) {
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| 303 | EvalBestKnownSolution();
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| 304 | }
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| 305 | void DistanceFactorParameter_ValueChanged(object sender, EventArgs e) {
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| 306 | DistanceFactorParameter.Value.ValueChanged += new EventHandler(DistanceFactor_ValueChanged);
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| 307 | EvalBestKnownSolution();
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| 308 | }
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| 309 | void DistanceFactor_ValueChanged(object sender, EventArgs e) {
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| 310 | EvalBestKnownSolution();
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| 311 | }
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| 312 | void FleetUsageFactorParameter_ValueChanged(object sender, EventArgs e) {
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| 313 | FleetUsageFactorParameter.Value.ValueChanged += new EventHandler(FleetUsageFactor_ValueChanged);
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| 314 | EvalBestKnownSolution();
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| 315 | }
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| 316 | void FleetUsageFactor_ValueChanged(object sender, EventArgs e) {
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| 317 | EvalBestKnownSolution();
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| 318 | }
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| 319 | void DistanceMatrixParameter_ValueChanged(object sender, EventArgs e) {
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| 320 | if (DistanceMatrix != null) {
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| 321 | DistanceMatrix.ItemChanged += new EventHandler<EventArgs<int, int>>(DistanceMatrix_ItemChanged);
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| 322 | DistanceMatrix.Reset += new EventHandler(DistanceMatrix_Reset);
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| 323 | }
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| 324 | EvalBestKnownSolution();
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| 325 | }
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| 326 | void DistanceMatrix_Reset(object sender, EventArgs e) {
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| 327 | EvalBestKnownSolution();
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| 328 | }
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| 329 | void DistanceMatrix_ItemChanged(object sender, EventArgs<int, int> e) {
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| 330 | EvalBestKnownSolution();
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| 331 | }
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| 332 | void UseDistanceMatrixParameter_ValueChanged(object sender, EventArgs e) {
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| 333 | UseDistanceMatrix.ValueChanged += new EventHandler(UseDistanceMatrix_ValueChanged);
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| 334 | EvalBestKnownSolution();
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| 335 | }
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| 336 | void UseDistanceMatrix_ValueChanged(object sender, EventArgs e) {
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| 337 | EvalBestKnownSolution();
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| 338 | }
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| 339 | #endregion
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[4362] | 340 | }
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| 341 | } |
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