1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 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 HEAL.Attic;
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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.Parameters;
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30 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
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31 |
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32 | namespace HeuristicLab.Problems.VehicleRouting.ProblemInstances {
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33 | [Item("CVRPTWProblemInstance", "Represents a single depot CVRPTW instance.")]
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34 | [StorableType("2138BE6C-058E-4003-8578-55E8DE3706C7")]
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35 | public class CVRPTWProblemInstance : CVRPProblemInstance, ITimeWindowedProblemInstance {
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36 | protected IValueParameter<DoubleArray> ReadyTimeParameter {
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37 | get { return (IValueParameter<DoubleArray>)Parameters["ReadyTime"]; }
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38 | }
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39 | protected IValueParameter<DoubleArray> DueTimeParameter {
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40 | get { return (IValueParameter<DoubleArray>)Parameters["DueTime"]; }
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41 | }
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42 | protected IValueParameter<DoubleArray> ServiceTimeParameter {
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43 | get { return (IValueParameter<DoubleArray>)Parameters["ServiceTime"]; }
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44 | }
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45 |
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46 | protected IValueParameter<DoubleValue> TimeFactorParameter {
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47 | get { return (IValueParameter<DoubleValue>)Parameters["EvalTimeFactor"]; }
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48 | }
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49 | protected IValueParameter<DoubleValue> TardinessPenaltyParameter {
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50 | get { return (IValueParameter<DoubleValue>)Parameters["EvalTardinessPenalty"]; }
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51 | }
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52 |
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53 | public DoubleArray ReadyTime {
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54 | get { return ReadyTimeParameter.Value; }
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55 | set { ReadyTimeParameter.Value = value; }
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56 | }
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57 | public DoubleArray DueTime {
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58 | get { return DueTimeParameter.Value; }
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59 | set { DueTimeParameter.Value = value; }
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60 | }
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61 | public DoubleArray ServiceTime {
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62 | get { return ServiceTimeParameter.Value; }
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63 | set { ServiceTimeParameter.Value = value; }
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64 | }
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65 | public DoubleValue TimeFactor {
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66 | get { return TimeFactorParameter.Value; }
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67 | set { TimeFactorParameter.Value = value; }
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68 | }
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69 |
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70 | protected IValueParameter<DoubleValue> CurrentTardinessPenaltyParameter {
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71 | get { return (IValueParameter<DoubleValue>)Parameters["CurrentTardinessPenalty"]; }
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72 | }
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73 |
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74 | public DoubleValue TardinessPenalty {
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75 | get {
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76 | DoubleValue currentTardinessPenalty = CurrentTardinessPenaltyParameter.Value;
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77 | if (currentTardinessPenalty != null)
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78 | return currentTardinessPenalty;
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79 | else
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80 | return TardinessPenaltyParameter.Value;
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81 | }
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82 | }
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83 | DoubleValue ITimeWindowedProblemInstance.CurrentTardinessPenalty {
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84 | get { return CurrentTardinessPenaltyParameter.Value; }
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85 | set { CurrentTardinessPenaltyParameter.Value = value; }
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86 | }
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87 |
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88 | public override IEnumerable<IOperator> FilterOperators(IEnumerable<IOperator> operators) {
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89 | return base.FilterOperators(operators)
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90 | .Where(x => !(x is INotTimeWindowedOperator))
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91 | .Union(operators.Where(x => x is ITimeWindowedOperator));
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92 | }
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93 |
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94 | protected override VRPEvaluation CreateTourEvaluation() {
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95 | return new CVRPTWEvaluation();
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96 | }
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97 |
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98 | protected override void EvaluateTour(VRPEvaluation eval, Tour tour, IVRPEncodedSolution solution) {
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99 | TourInsertionInfo tourInfo = new TourInsertionInfo(solution.GetVehicleAssignment(solution.GetTourIndex(tour)));
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100 | eval.InsertionInfo.AddTourInsertionInfo(tourInfo);
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101 | double originalQuality = eval.Quality;
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102 |
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103 | double time = 0.0;
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104 | double waitingTime = 0.0;
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105 | double serviceTime = 0.0;
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106 | double tardiness = 0.0;
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107 | double delivered = 0.0;
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108 | double overweight = 0.0;
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109 | double distance = 0.0;
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110 |
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111 | double capacity = Capacity.Value;
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112 | for (int i = 0; i <= tour.Stops.Count; i++) {
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113 | int end = 0;
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114 | if (i < tour.Stops.Count)
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115 | end = tour.Stops[i];
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116 |
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117 | delivered += Demand[end];
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118 | }
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119 |
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120 | double spareCapacity = capacity - delivered;
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121 |
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122 | double tourStartTime = ReadyTime[0];
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123 | time = tourStartTime;
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124 |
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125 | //simulate a tour, start and end at depot
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126 | for (int i = 0; i <= tour.Stops.Count; i++) {
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127 | int start = 0;
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128 | if (i > 0)
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129 | start = tour.Stops[i - 1];
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130 | int end = 0;
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131 | if (i < tour.Stops.Count)
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132 | end = tour.Stops[i];
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133 |
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134 | //drive there
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135 | double currentDistace = GetDistance(start, end, solution);
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136 | time += currentDistace;
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137 | distance += currentDistace;
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138 |
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139 | double arrivalTime = time;
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140 |
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141 | //check if it was serviced on time
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142 | if (time > DueTime[end]) {
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143 | tardiness += time - DueTime[end];
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144 | }
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145 |
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146 | //wait
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147 | double currentWaitingTime = 0.0;
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148 | if (time < ReadyTime[end])
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149 | currentWaitingTime = ReadyTime[end] - time;
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150 |
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151 | double waitTime = ReadyTime[end] - time;
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152 |
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153 | waitingTime += currentWaitingTime;
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154 | time += currentWaitingTime;
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155 |
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156 | double spareTime = DueTime[end] - time;
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157 |
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158 | //service
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159 | double currentServiceTime = ServiceTime[end];
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160 | serviceTime += currentServiceTime;
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161 | time += currentServiceTime;
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162 |
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163 | CVRPTWInsertionInfo stopInfo = new CVRPTWInsertionInfo(start, end, spareCapacity, tourStartTime, arrivalTime, time, spareTime, waitTime);
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164 | tourInfo.AddStopInsertionInfo(stopInfo);
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165 | }
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166 |
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167 | eval.Quality += FleetUsageFactor.Value;
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168 | eval.Quality += DistanceFactor.Value * distance;
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169 | eval.Distance += distance;
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170 | eval.VehicleUtilization += 1;
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171 |
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172 | if (delivered > capacity) {
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173 | overweight = delivered - capacity;
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174 | }
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175 |
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176 | (eval as CVRPEvaluation).Overload += overweight;
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177 | double tourPenalty = 0;
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178 | double penalty = overweight * OverloadPenalty.Value;
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179 | eval.Penalty += penalty;
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180 | eval.Quality += penalty;
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181 | tourPenalty += penalty;
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182 |
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183 | (eval as CVRPTWEvaluation).Tardiness += tardiness;
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184 | (eval as CVRPTWEvaluation).TravelTime += time;
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185 |
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186 | penalty = tardiness * TardinessPenalty.Value;
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187 | eval.Penalty += penalty;
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188 | eval.Quality += penalty;
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189 | tourPenalty += penalty;
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190 | eval.Quality += time * TimeFactor.Value;
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191 | tourInfo.Penalty = tourPenalty;
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192 | tourInfo.Quality = eval.Quality - originalQuality;
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193 |
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194 | eval.IsFeasible = overweight == 0 && tardiness == 0;
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195 | }
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196 |
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197 | protected override double GetTourInsertionCosts(IVRPEncodedSolution solution, TourInsertionInfo tourInsertionInfo, int index, int customer,
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198 | out bool feasible) {
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199 | CVRPTWInsertionInfo insertionInfo = tourInsertionInfo.GetStopInsertionInfo(index) as CVRPTWInsertionInfo;
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200 |
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201 | double costs = 0;
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202 | feasible = tourInsertionInfo.Penalty < double.Epsilon;
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203 |
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204 | double overloadPenalty = OverloadPenalty.Value;
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205 | double tardinessPenalty = TardinessPenalty.Value;
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206 |
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207 | double distance = GetDistance(insertionInfo.Start, insertionInfo.End, solution);
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208 | double newDistance =
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209 | GetDistance(insertionInfo.Start, customer, solution) +
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210 | GetDistance(customer, insertionInfo.End, solution);
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211 | costs += DistanceFactor.Value * (newDistance - distance);
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212 |
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213 | double demand = Demand[customer];
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214 | if (demand > insertionInfo.SpareCapacity) {
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215 | feasible = false;
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216 | if (insertionInfo.SpareCapacity >= 0)
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217 | costs += (demand - insertionInfo.SpareCapacity) * overloadPenalty;
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218 | else
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219 | costs += demand * overloadPenalty;
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220 | }
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221 |
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222 | double time = 0;
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223 | double tardiness = 0;
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224 |
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225 | if (index > 0)
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226 | time = (tourInsertionInfo.GetStopInsertionInfo(index - 1) as CVRPTWInsertionInfo).LeaveTime;
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227 | else
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228 | time = insertionInfo.TourStartTime;
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229 |
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230 | time += GetDistance(insertionInfo.Start, customer, solution);
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231 | if (time > DueTime[customer]) {
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232 | tardiness += time - DueTime[customer];
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233 | }
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234 | if (time < ReadyTime[customer])
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235 | time += ReadyTime[customer] - time;
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236 | time += ServiceTime[customer];
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237 | time += GetDistance(customer, insertionInfo.End, solution);
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238 |
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239 | double additionalTime = time - (tourInsertionInfo.GetStopInsertionInfo(index) as CVRPTWInsertionInfo).ArrivalTime;
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240 | for (int i = index; i < tourInsertionInfo.GetStopCount(); i++) {
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241 | CVRPTWInsertionInfo nextStop = tourInsertionInfo.GetStopInsertionInfo(i) as CVRPTWInsertionInfo;
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242 |
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243 | if (additionalTime < 0) {
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244 | //arrive earlier than before
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245 | //wait probably
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246 | if (nextStop.WaitingTime < 0) {
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247 | double wait = nextStop.WaitingTime - additionalTime;
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248 | if (wait > 0)
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249 | additionalTime += wait;
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250 | } else {
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251 | additionalTime = 0;
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252 | }
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253 |
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254 | //check due date, decrease tardiness
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255 | if (nextStop.SpareTime < 0) {
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256 | costs += Math.Max(nextStop.SpareTime, additionalTime) * tardinessPenalty;
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257 | }
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258 | } else {
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259 | //arrive later than before, probably don't have to wait
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260 | if (nextStop.WaitingTime > 0) {
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261 | additionalTime -= Math.Min(additionalTime, nextStop.WaitingTime);
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262 | }
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263 |
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264 | //check due date
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265 | if (nextStop.SpareTime > 0) {
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266 | double spare = nextStop.SpareTime - additionalTime;
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267 | if (spare < 0)
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268 | tardiness += -spare;
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269 | } else {
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270 | tardiness += additionalTime;
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271 | }
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272 | }
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273 | }
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274 |
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275 | costs += additionalTime * TimeFactor.Value;
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276 |
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277 | if (tardiness > 0) {
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278 | feasible = false;
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279 | }
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280 |
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281 | costs += tardiness * tardinessPenalty;
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282 |
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283 | return costs;
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284 | }
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285 |
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286 | [StorableConstructor]
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287 | protected CVRPTWProblemInstance(StorableConstructorFlag _) : base(_) { }
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288 |
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289 | public CVRPTWProblemInstance() {
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290 | Parameters.Add(new ValueParameter<DoubleArray>("ReadyTime", "The ready time of each customer.", new DoubleArray()));
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291 | Parameters.Add(new ValueParameter<DoubleArray>("DueTime", "The due time of each customer.", new DoubleArray()));
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292 | Parameters.Add(new ValueParameter<DoubleArray>("ServiceTime", "The service time of each customer.", new DoubleArray()));
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293 |
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294 | Parameters.Add(new ValueParameter<DoubleValue>("EvalTimeFactor", "The time factor considered in the evaluation.", new DoubleValue(0)));
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295 | Parameters.Add(new ValueParameter<DoubleValue>("EvalTardinessPenalty", "The tardiness penalty considered in the evaluation.", new DoubleValue(100)));
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296 | Parameters.Add(new OptionalValueParameter<DoubleValue>("CurrentTardinessPenalty", "The current tardiness penalty considered in the evaluation.") { Hidden = true });
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297 |
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298 | AttachEventHandlers();
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299 | }
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300 |
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301 | public override IDeepCloneable Clone(Cloner cloner) {
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302 | return new CVRPTWProblemInstance(this, cloner);
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303 | }
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304 |
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305 | protected CVRPTWProblemInstance(CVRPTWProblemInstance original, Cloner cloner)
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306 | : base(original, cloner) {
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307 | AttachEventHandlers();
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308 | }
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309 |
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310 | [StorableHook(HookType.AfterDeserialization)]
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311 | private void AfterDeserialization() {
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312 | AttachEventHandlers();
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313 | }
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314 |
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315 | private void AttachEventHandlers() {
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316 | ReadyTimeParameter.ValueChanged += ReadyTimeParameter_ValueChanged;
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317 | ReadyTime.Reset += ReadyTime_Changed;
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318 | ReadyTime.ItemChanged += ReadyTime_Changed;
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319 | DueTimeParameter.ValueChanged += DueTimeParameter_ValueChanged;
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320 | DueTime.Reset += DueTime_Changed;
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321 | DueTime.ItemChanged += DueTime_Changed;
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322 | ServiceTimeParameter.ValueChanged += ServiceTimeParameter_ValueChanged;
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323 | ServiceTime.Reset += ServiceTime_Changed;
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324 | ServiceTime.ItemChanged += ServiceTime_Changed;
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325 | TardinessPenaltyParameter.ValueChanged += TardinessPenaltyParameter_ValueChanged;
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326 | TardinessPenalty.ValueChanged += TardinessPenalty_ValueChanged;
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327 | TimeFactorParameter.ValueChanged += TimeFactorParameter_ValueChanged;
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328 | TimeFactor.ValueChanged += TimeFactor_ValueChanged;
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329 | }
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330 |
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331 | public override void InitializeState() {
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332 | base.InitializeState();
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333 |
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334 | CurrentTardinessPenaltyParameter.Value = null;
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335 | }
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336 |
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337 | #region Event handlers
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338 | private void ReadyTimeParameter_ValueChanged(object sender, EventArgs e) {
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339 | ReadyTime.Reset += ReadyTime_Changed;
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340 | ReadyTime.ItemChanged += ReadyTime_Changed;
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341 | EvalBestKnownSolution();
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342 | }
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343 | private void ReadyTime_Changed(object sender, EventArgs e) {
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344 | EvalBestKnownSolution();
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345 | }
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346 | private void DueTimeParameter_ValueChanged(object sender, EventArgs e) {
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347 | DueTime.Reset += DueTime_Changed;
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348 | DueTime.ItemChanged += DueTime_Changed;
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349 | EvalBestKnownSolution();
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350 | }
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351 | private void DueTime_Changed(object sender, EventArgs e) {
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352 | EvalBestKnownSolution();
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353 | }
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354 | private void ServiceTimeParameter_ValueChanged(object sender, EventArgs e) {
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355 | ServiceTime.Reset += ServiceTime_Changed;
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356 | ServiceTime.ItemChanged += ServiceTime_Changed;
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357 | EvalBestKnownSolution();
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358 | }
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359 | private void ServiceTime_Changed(object sender, EventArgs e) {
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360 | EvalBestKnownSolution();
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361 | }
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362 | private void TardinessPenaltyParameter_ValueChanged(object sender, EventArgs e) {
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363 | TardinessPenaltyParameter.Value.ValueChanged += TardinessPenalty_ValueChanged;
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364 | EvalBestKnownSolution();
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365 | }
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366 | private void TardinessPenalty_ValueChanged(object sender, EventArgs e) {
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367 | EvalBestKnownSolution();
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368 | }
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369 | private void TimeFactorParameter_ValueChanged(object sender, EventArgs e) {
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370 | TimeFactorParameter.Value.ValueChanged += TimeFactor_ValueChanged;
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371 | EvalBestKnownSolution();
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372 | }
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373 | private void TimeFactor_ValueChanged(object sender, EventArgs e) {
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374 | EvalBestKnownSolution();
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375 | }
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376 | #endregion
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377 | }
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378 | } |
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