[8670] | 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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| 33 | using HeuristicLab.Problems.VehicleRouting.Variants;
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| 34 | using HeuristicLab.Problems.VehicleRouting.Encodings;
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| 35 | using HeuristicLab.Common;
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| 36 | using HeuristicLab.Problems.VehicleRouting.ProblemInstances;
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| 37 | using HeuristicLab.Problems.VehicleRouting;
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| 38 | using HeuristicLab.Problems.VehicleRouting.Encodings.General;
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| 39 | using HeuristicLab.Problems.VehicleRouting.Encodings.Potvin;
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| 40 |
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| 41 | namespace HeuristicLab.PDPSimulation.Operators {
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| 42 | public class DynPDPInsertionInfo : CVRPPDTWInsertionInfo {
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| 43 | private double commitmentTime;
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| 44 |
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| 45 | public double CommitmentTime {
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| 46 | get { return commitmentTime; }
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| 47 | }
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| 48 |
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| 49 |
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| 50 | public DynPDPInsertionInfo(int start, int end, double spareCapacity, double tourStartTime,
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| 51 | double arrivalTime, double leaveTime, double spareTime, double waitingTime, double commitmentTime,
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| 52 | List<int> visited, double arrivalSpareCapacity)
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| 53 | : base(start, end, spareCapacity, tourStartTime, arrivalTime, leaveTime, spareTime, waitingTime, visited, arrivalSpareCapacity) {
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| 54 | this.commitmentTime = commitmentTime;
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| 55 | }
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| 56 | }
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| 57 |
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| 58 | public class DynPDPEvaluation : CVRPPDTWEvaluation {
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| 59 | //public List<List<double>> WaitingTimes { get; private set; }
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| 60 |
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| 61 | public DynPDPEvaluation() {
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| 62 | //WaitingTimes = new List<List<double>>();
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| 63 | }
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| 64 | }
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| 65 |
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| 66 | [Item("DynPDPEvaluator", "Represents a dynamic multi depot CVRPPDTW evaluator.")]
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| 67 | [StorableClass]
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| 68 | public class DynPDPEvaluator: MDCVRPTWEvaluator {
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| 69 | public ILookupParameter<IntValue> PickupViolationsParameter {
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| 70 | get { return (ILookupParameter<IntValue>)Parameters["PickupViolations"]; }
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| 71 | }
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| 72 |
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| 73 | protected override VRPEvaluation CreateTourEvaluation() {
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| 74 | return new DynPDPEvaluation();
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| 75 | }
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| 76 |
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| 77 | public static List<double> GetWaitingTimes(DynPDPProblemInstance instance, Tour tour, IVRPEncoding solution) {
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| 78 | DoubleArray dueTime = instance.DueTime;
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| 79 | DoubleArray readyTime = instance.ReadyTime;
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| 80 | DoubleArray serviceTimes = instance.ServiceTime;
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| 81 |
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| 82 | IntArray vehicleAssignment = instance.VehicleDepotAssignment;
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| 83 | int depots = instance.Depots.Value;
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| 84 |
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| 85 | int tourIndex = solution.GetTourIndex(tour);
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| 86 | int vehicle = solution.GetVehicleAssignment(tourIndex);
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| 87 | int depot = vehicleAssignment[vehicle];
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| 88 |
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| 89 | List<double> waitingTimes = new List<double>();
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| 90 | WaitingStrategy waitingStrategy = (instance as DynPDPProblemInstance).WaitingStrategy;
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| 91 |
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| 92 | double time = readyTime[depot];
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| 93 | int count = tour.Stops.Count;
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| 94 | if (!(instance as DynPDPProblemInstance).RelocateBackToDepot)
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| 95 | count -= 1;
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| 96 | for (int i = 0; i <= count; i++) {
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| 97 | int start = 0;
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| 98 | if (i > 0)
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| 99 | start = tour.Stops[i - 1];
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| 100 | int end = 0;
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| 101 | if (i < tour.Stops.Count)
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| 102 | end = tour.Stops[i];
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| 103 |
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| 104 | //Waiting strategy...
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| 105 | if (end != 0) {
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| 106 | double waitAction = waitingStrategy.GetWaitingTime(time, instance as DynPDPProblemInstance, solution, tour, i);
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| 107 | waitingTimes.Add(waitAction);
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| 108 | time += waitAction;
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| 109 | }
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| 110 |
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| 111 | //drive there
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| 112 | time += instance.GetDistance(start, end, solution);
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| 113 |
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| 114 | int endIndex;
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| 115 | if (end == 0)
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| 116 | endIndex = depot;
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| 117 | else
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| 118 | endIndex = end + depots - 1;
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| 119 |
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| 120 | //wait
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| 121 | if (time < readyTime[endIndex])
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| 122 | time = readyTime[endIndex];
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| 123 |
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| 124 | if (end > 0) {
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| 125 | //service
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| 126 | time += serviceTimes[end - 1];
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| 127 | }
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| 128 | }
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| 129 |
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| 130 | return waitingTimes;
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| 131 | }
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| 132 |
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| 133 | protected override void EvaluateTour(VRPEvaluation eval, IVRPProblemInstance instance, Tour tour, IVRPEncoding solution) {
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| 134 | TourInsertionInfo tourInfo = new TourInsertionInfo(solution.GetVehicleAssignment(solution.GetTourIndex(tour)));
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| 135 | eval.InsertionInfo.AddTourInsertionInfo(tourInfo);
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| 136 | double originalQuality = eval.Quality;
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| 137 |
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| 138 | IHeterogenousCapacitatedProblemInstance cvrpInstance = instance as IHeterogenousCapacitatedProblemInstance;
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| 139 | DoubleArray demand = instance.Demand;
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| 140 |
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| 141 | ITimeWindowedProblemInstance vrptw = instance as ITimeWindowedProblemInstance;
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| 142 | DoubleArray dueTime = vrptw.DueTime;
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| 143 | DoubleArray readyTime = vrptw.ReadyTime;
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| 144 | DoubleArray serviceTimes = vrptw.ServiceTime;
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| 145 |
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| 146 | IPickupAndDeliveryProblemInstance pdp = instance as IPickupAndDeliveryProblemInstance;
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| 147 | IntArray pickupDeliveryLocation = pdp.PickupDeliveryLocation;
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| 148 |
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| 149 | IMultiDepotProblemInstance mdp = instance as IMultiDepotProblemInstance;
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| 150 | IntArray vehicleAssignment = mdp.VehicleDepotAssignment;
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| 151 | int depots = mdp.Depots.Value;
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| 152 |
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| 153 | double time = 0.0;
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| 154 | double waitingTime = 0.0;
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| 155 | double serviceTime = 0.0;
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| 156 | double tardiness = 0.0;
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| 157 | double overweight = 0.0;
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| 158 | double distance = 0.0;
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| 159 |
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| 160 | int tourIndex = solution.GetTourIndex(tour);
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| 161 | int vehicle = solution.GetVehicleAssignment(tourIndex);
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| 162 | int depot = vehicleAssignment[vehicle];
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| 163 |
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| 164 | double capacity = cvrpInstance.Capacity[vehicle];
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| 165 |
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| 166 | double currentLoad = 0.0;
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| 167 | Dictionary<int, bool> stops = new Dictionary<int, bool>();
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| 168 | int pickupViolations = 0;
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| 169 |
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| 170 | double tourStartTime = readyTime[depot];
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| 171 | time = tourStartTime;
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| 172 |
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| 173 | WaitingStrategy waitingStrategy = (instance as DynPDPProblemInstance).WaitingStrategy;
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| 174 |
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| 175 | //simulate a tour
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| 176 | int count = tour.Stops.Count;
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| 177 | if (!(instance as DynPDPProblemInstance).RelocateBackToDepot)
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| 178 | count -= 1;
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| 179 | for (int i = 0; i <= count; i++) {
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| 180 | int start = 0;
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| 181 | if (i > 0)
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| 182 | start = tour.Stops[i - 1];
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| 183 | int end = 0;
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| 184 | if (i < tour.Stops.Count)
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| 185 | end = tour.Stops[i];
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| 186 |
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| 187 | //Waiting strategy...
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| 188 | if (end != 0) {
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| 189 | double waitAction = waitingStrategy.GetBufferTime(time, instance as DynPDPProblemInstance, solution, tour, i);
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| 190 | time += waitAction;
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| 191 | }
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| 192 |
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| 193 | double commitmentTime = time;
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| 194 |
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| 195 | //drive there
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| 196 | double currentDistace = vrptw.GetDistance(start, end, solution);
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| 197 |
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| 198 | time += currentDistace;
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| 199 | distance += currentDistace;
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| 200 |
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| 201 | double arrivalTime = time;
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| 202 |
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| 203 | int endIndex;
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| 204 | if (end == 0)
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| 205 | endIndex = depot;
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| 206 | else
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| 207 | endIndex = end + depots - 1;
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| 208 |
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| 209 | //check if it was serviced on time
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| 210 | if (time > dueTime[endIndex])
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| 211 | tardiness += time - dueTime[endIndex];
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| 212 |
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| 213 | //wait
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| 214 | double currentWaitingTime = 0.0;
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| 215 | if (time < readyTime[endIndex])
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| 216 | currentWaitingTime = readyTime[endIndex] - time;
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| 217 |
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| 218 | double waitTime = readyTime[endIndex] - time;
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| 219 |
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| 220 | waitingTime += currentWaitingTime;
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| 221 | time += currentWaitingTime;
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| 222 |
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| 223 | double spareTime = dueTime[endIndex] - time;
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| 224 | double arrivalSpareCapacity = capacity - currentLoad;
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| 225 |
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| 226 | if (end > 0) {
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| 227 | //service
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| 228 | double currentServiceTime = serviceTimes[end - 1];
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| 229 | serviceTime += currentServiceTime;
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| 230 | time += currentServiceTime;
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| 231 |
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| 232 | //Pickup / deliver
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| 233 | int location = pickupDeliveryLocation[end - 1];
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| 234 | bool validPickupDelivery =
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| 235 | validPickupDelivery =
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| 236 | ((demand[end - 1] >= 0) ||
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| 237 | (end == location) ||
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| 238 | (location <= 0 && vehicle == -location) ||
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| 239 | (stops.ContainsKey(location)));
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| 240 |
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| 241 | if (validPickupDelivery) {
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| 242 | currentLoad += demand[end - 1];
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| 243 | } else {
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| 244 | pickupViolations++;
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| 245 | }
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| 246 |
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| 247 | if (currentLoad > capacity)
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| 248 | overweight += currentLoad - capacity;
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| 249 | }
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| 250 |
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| 251 | double spareCapacity = capacity - currentLoad;
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| 252 | CVRPPDTWInsertionInfo stopInfo = new DynPDPInsertionInfo(start, end, spareCapacity, tourStartTime,
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| 253 | arrivalTime, time, spareTime, waitTime, commitmentTime, new List<int>(stops.Keys), arrivalSpareCapacity);
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| 254 | tourInfo.AddStopInsertionInfo(stopInfo);
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| 255 |
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| 256 | stops.Add(end, true);
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| 257 | }
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| 258 |
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| 259 | if(!(instance as DynPDPProblemInstance).VehicleUsed[vehicle])
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| 260 | eval.Quality += instance.FleetUsageFactor.Value;
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| 261 |
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| 262 | eval.Quality += instance.DistanceFactor.Value * distance;
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| 263 | eval.Distance += distance;
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| 264 | eval.VehicleUtilization += 1;
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| 265 |
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| 266 | (eval as CVRPEvaluation).Overload += overweight;
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| 267 | double tourPenalty = 0;
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| 268 | double penalty = overweight * cvrpInstance.OverloadPenalty.Value;
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| 269 | eval.Penalty += penalty;
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| 270 | eval.Quality += penalty;
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| 271 | tourPenalty += penalty;
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| 272 |
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| 273 | (eval as CVRPTWEvaluation).Tardiness += tardiness;
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| 274 | (eval as CVRPTWEvaluation).TravelTime += time;
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| 275 |
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| 276 | penalty = tardiness * vrptw.TardinessPenalty.Value;
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| 277 | eval.Penalty += penalty;
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| 278 | eval.Quality += penalty;
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| 279 | tourPenalty += penalty;
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| 280 |
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| 281 | (eval as CVRPPDTWEvaluation).PickupViolations += pickupViolations;
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| 282 | penalty = pickupViolations * pdp.PickupViolationPenalty.Value;
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| 283 | eval.Penalty += penalty;
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| 284 | tourPenalty += penalty;
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| 285 |
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| 286 | eval.Quality += penalty;
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| 287 | eval.Quality += time * vrptw.TimeFactor.Value;
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| 288 | tourInfo.Penalty = tourPenalty;
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| 289 | tourInfo.Quality = eval.Quality - originalQuality;
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| 290 | }
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| 291 |
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| 292 | protected override double GetTourInsertionCosts(IVRPProblemInstance instance, IVRPEncoding solution, TourInsertionInfo tourInsertionInfo, int index, int customer,
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| 293 | out bool feasible) {
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| 294 | TourEncoding individual = null;
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| 295 | if (solution is TourEncoding)
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| 296 | individual = solution as TourEncoding;
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| 297 | else {
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| 298 | individual = new PotvinEncoding(instance);
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| 299 | individual.Tours.AddRange(solution.GetTours());
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| 300 | }
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| 301 |
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| 302 | int tourIdx = -1;
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| 303 | for (int i = 0; i < individual.Tours.Count; i++) {
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| 304 | if (solution.GetVehicleAssignment(i) == tourInsertionInfo.Vehicle)
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| 305 | tourIdx = i;
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| 306 | }
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| 307 | Tour tour = individual.Tours[tourIdx];
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| 308 |
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| 309 | tour.Stops.Insert(index, customer);
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| 310 | VRPEvaluation newEval = instance.EvaluateTour(tour, individual);
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| 311 | tour.Stops.RemoveAt(index);
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| 312 |
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| 313 | feasible = instance.Feasible(newEval);
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| 314 | return newEval.Quality - tourInsertionInfo.Quality;
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| 315 | }
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| 316 |
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| 317 | protected override void InitResultParameters() {
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| 318 | base.InitResultParameters();
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| 319 |
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| 320 | PickupViolationsParameter.ActualValue = new IntValue(0);
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| 321 | }
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| 322 |
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| 323 | protected override void SetResultParameters(VRPEvaluation tourEvaluation) {
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| 324 | base.SetResultParameters(tourEvaluation);
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| 325 |
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| 326 | PickupViolationsParameter.ActualValue.Value = (tourEvaluation as CVRPPDTWEvaluation).PickupViolations;
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| 327 | }
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| 328 |
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| 329 | [StorableConstructor]
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| 330 | protected DynPDPEvaluator(bool deserializing) : base(deserializing) { }
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| 331 |
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| 332 | public DynPDPEvaluator() {
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| 333 | Parameters.Add(new LookupParameter<IntValue>("PickupViolations", "The number of pickup violations."));
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| 334 | }
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| 335 |
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| 336 | public override IDeepCloneable Clone(Cloner cloner) {
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| 337 | return new DynPDPEvaluator(this, cloner);
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| 338 | }
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| 339 |
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| 340 | protected DynPDPEvaluator(DynPDPEvaluator original, Cloner cloner)
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| 341 | : base(original, cloner) {
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| 342 | }
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| 343 | }
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| 344 | } |
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