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source: branches/VRP/HeuristicLab.Problems.VehicleRouting/3.4/ProblemInstances/SingleDepotVRP/CVRP/CVRPTW/CVRPPDTW/CVRPPDTWEvaluator.cs @ 6851

Last change on this file since 6851 was 6851, checked in by svonolfe, 13 years ago

Added support for multi depot CVRP instances (#1177)

File size: 11.6 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2010 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using System;
23using System.Collections.Generic;
24using System.Linq;
25using System.Text;
26using HeuristicLab.Problems.VehicleRouting.Interfaces;
27using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
28using HeuristicLab.Core;
29using HeuristicLab.Parameters;
30using HeuristicLab.Data;
31using HeuristicLab.Optimization;
32using HeuristicLab.PluginInfrastructure;
33using HeuristicLab.Problems.VehicleRouting.Variants;
34using HeuristicLab.Problems.VehicleRouting.Encodings;
35using HeuristicLab.Common;
36
37namespace HeuristicLab.Problems.VehicleRouting.ProblemInstances {
38  [Item("CVRPPDTWEvaluator", "Represents a single depot CVRPPDTW evaluator.")]
39  [StorableClass]
40  public class CVRPPDTWEvaluator: CVRPTWEvaluator {
41    public ILookupParameter<IntValue> PickupViolationsParameter {
42      get { return (ILookupParameter<IntValue>)Parameters["PickupViolations"]; }
43    }
44
45    protected override VRPEvaluation CreateTourEvaluation() {
46      return new CVRPPDTWEvaluation();
47    }
48
49    protected override void EvaluateTour(VRPEvaluation eval, IVRPProblemInstance instance, Tour tour, IVRPEncoding solution) {
50      TourInsertionInfo tourInfo = new TourInsertionInfo();
51      eval.InsertionInfo.AddTourInsertionInfo(tourInfo);
52
53      IHomogenousCapacitatedProblemInstance cvrpInstance = instance as IHomogenousCapacitatedProblemInstance;
54      DoubleArray demand = instance.Demand;
55
56      ITimeWindowedProblemInstance vrptw = instance as ITimeWindowedProblemInstance;
57      DoubleArray dueTime = vrptw.DueTime;
58      DoubleArray readyTime = vrptw.ReadyTime;
59      DoubleArray serviceTimes = vrptw.ServiceTime;
60
61      IPickupAndDeliveryProblemInstance pdp = instance as IPickupAndDeliveryProblemInstance;
62      IntArray pickupDeliveryLocation = pdp.PickupDeliveryLocation;
63
64      double capacity = cvrpInstance.Capacity.Value;
65
66      double time = 0.0;
67      double waitingTime = 0.0;
68      double serviceTime = 0.0;
69      double tardiness = 0.0;
70      double overweight = 0.0;
71      double distance = 0.0;
72
73      double currentLoad = 0.0;
74      Dictionary<int, bool> stops = new Dictionary<int, bool>();
75      int pickupViolations = 0;
76
77      //simulate a tour, start and end at depot
78      for (int i = 0; i <= tour.Stops.Count; i++) {
79        int start = 0;
80        if (i > 0)
81          start = tour.Stops[i - 1];
82        int end = 0;
83        if (i < tour.Stops.Count)
84          end = tour.Stops[i];
85
86        //drive there
87        double currentDistace = vrptw.GetDistance(start, end, solution);
88        time += currentDistace;
89        distance += currentDistace;
90
91        double arrivalTime = time;
92
93        //check if it was serviced on time
94        if (time > dueTime[end])
95          tardiness += time - dueTime[end];
96
97        //wait
98        double currentWaitingTime = 0.0;
99        if (time < readyTime[end])
100          currentWaitingTime = readyTime[end] - time;
101
102        double waitTime = readyTime[end] - time;
103
104        waitingTime += currentWaitingTime;
105        time += currentWaitingTime;
106
107        double spareTime = dueTime[end] - time;
108
109        //service
110        double currentServiceTime = serviceTimes[end];
111        serviceTime += currentServiceTime;
112        time += currentServiceTime;
113
114        //Pickup / deliver
115        double arrivalSpareCapacity = capacity - currentLoad;
116
117        bool validPickupDelivery =
118          validPickupDelivery =
119          ((demand[end] >= 0) ||
120           (stops.ContainsKey(pickupDeliveryLocation[end])));
121
122        if (validPickupDelivery) {
123          currentLoad += demand[end];
124        } else {
125          pickupViolations++;
126        }
127
128        if (currentLoad > capacity)
129          overweight += currentLoad - capacity;
130
131        double spareCapacity = capacity - currentLoad;
132        CVRPPDTWInsertionInfo stopInfo = new CVRPPDTWInsertionInfo(start, end, spareCapacity, arrivalTime, time, spareTime, waitTime, new List<int>(stops.Keys), arrivalSpareCapacity);
133        tourInfo.AddStopInsertionInfo(stopInfo);
134
135        stops.Add(end, true);
136      }
137
138      eval.Quality += instance.FleetUsageFactor.Value;
139      eval.Quality += instance.DistanceFactor.Value * distance;
140      eval.Distance += distance;
141      eval.VehicleUtilization += 1;
142
143      (eval as CVRPEvaluation).Overload += overweight;
144      double tourPenalty = 0;
145      double penalty = overweight * cvrpInstance.OverloadPenalty.Value;
146      eval.Penalty += penalty;
147      eval.Quality += penalty;
148      tourPenalty += penalty;
149
150      (eval as CVRPTWEvaluation).Tardiness += tardiness;
151      (eval as CVRPTWEvaluation).TravelTime += time;
152
153      penalty = tardiness * vrptw.TardinessPenalty.Value;
154      eval.Penalty += penalty;
155      eval.Quality += penalty;
156      tourPenalty += penalty;
157
158      (eval as CVRPPDTWEvaluation).PickupViolations += pickupViolations;
159      penalty = pickupViolations * pdp.PickupViolationPenalty.Value;
160      eval.Penalty += penalty;
161      tourPenalty += penalty;
162
163      eval.Quality += penalty;
164      eval.Quality += time * vrptw.TimeFactor.Value;
165      tourInfo.Penalty = tourPenalty;
166    }
167
168    protected override double GetTourInsertionCosts(IVRPProblemInstance instance, IVRPEncoding solution, TourInsertionInfo tourInsertionInfo, int index, int customer,
169      out bool feasible) {
170      CVRPPDTWInsertionInfo insertionInfo = tourInsertionInfo.GetStopInsertionInfo(index) as CVRPPDTWInsertionInfo;
171
172      double costs = 0;
173      feasible = tourInsertionInfo.Penalty < double.Epsilon;
174      bool tourFeasible = true;
175
176      ICapacitatedProblemInstance cvrp = instance as ICapacitatedProblemInstance;
177      double overloadPenalty = cvrp.OverloadPenalty.Value;
178
179      ITimeWindowedProblemInstance vrptw = instance as ITimeWindowedProblemInstance;
180      DoubleArray dueTime = vrptw.DueTime;
181      DoubleArray readyTime = vrptw.ReadyTime;
182      DoubleArray serviceTimes = vrptw.ServiceTime;
183      double tardinessPenalty = vrptw.TardinessPenalty.Value;
184
185      IPickupAndDeliveryProblemInstance pdp = instance as IPickupAndDeliveryProblemInstance;
186      IntArray pickupDeliveryLocation = pdp.PickupDeliveryLocation;
187      double pickupPenalty = pdp.PickupViolationPenalty.Value;
188
189      double distance = instance.GetDistance(insertionInfo.Start, insertionInfo.End, solution);
190      double newDistance =
191        instance.GetDistance(insertionInfo.Start, customer, solution) +
192        instance.GetDistance(customer, insertionInfo.End, solution);
193      costs += instance.DistanceFactor.Value * (newDistance - distance);
194
195      double demand = instance.Demand[customer];
196      if (demand > insertionInfo.ArrivalSpareCapacity) {
197        tourFeasible = feasible = false;
198        if (insertionInfo.ArrivalSpareCapacity >= 0)
199          costs += (demand - insertionInfo.ArrivalSpareCapacity) * overloadPenalty;
200        else
201          costs += demand * overloadPenalty;
202      }
203      int destination = pickupDeliveryLocation[customer];
204
205      bool validPickup = true;
206      if (demand < 0 && !insertionInfo.Visited.Contains(destination)) {
207        tourFeasible = feasible = false;
208        validPickup = false;
209        costs += pickupPenalty;
210      }
211
212      double time = 0;
213      double tardiness = 0;
214
215      if (index > 0)
216        time = (tourInsertionInfo.GetStopInsertionInfo(index - 1) as CVRPTWInsertionInfo).LeaveTime;
217      time += instance.GetDistance(insertionInfo.Start, customer, solution);
218      if (time > dueTime[customer]) {
219        tardiness += time - dueTime[customer];
220      }
221      if (time < readyTime[customer])
222        time += readyTime[customer] - time;
223      time += serviceTimes[customer];
224      time += instance.GetDistance(customer, insertionInfo.End, solution);
225
226      double additionalTime = time - (tourInsertionInfo.GetStopInsertionInfo(index) as CVRPTWInsertionInfo).ArrivalTime;
227      for (int i = index; i < tourInsertionInfo.GetStopCount(); i++) {
228        CVRPTWInsertionInfo nextStop = tourInsertionInfo.GetStopInsertionInfo(i) as CVRPTWInsertionInfo;
229
230        if (demand >= 0) {
231          if (nextStop.End == destination) {
232            demand = 0;
233            costs -= pickupPenalty;
234            if (tourInsertionInfo.Penalty == pickupPenalty && tourFeasible)
235              feasible = true;
236          } else if (nextStop.SpareCapacity < 0) {
237            costs += demand * overloadPenalty;
238          } else if (nextStop.SpareCapacity < demand) {
239            tourFeasible = feasible = false;
240            costs += (demand - nextStop.SpareCapacity) * overloadPenalty;
241          }
242        } else if (validPickup) {
243          if (nextStop.SpareCapacity < 0) {
244            costs += Math.Max(demand, nextStop.SpareCapacity) * overloadPenalty;
245          }
246        }
247
248        if (additionalTime < 0) {
249          //arrive earlier than before
250          //wait probably
251          if (nextStop.WaitingTime < 0) {
252            double wait = nextStop.WaitingTime - additionalTime;
253            if (wait > 0)
254              additionalTime += wait;
255          } else {
256            additionalTime = 0;
257          }
258
259          //check due date, decrease tardiness
260          if (nextStop.SpareTime < 0) {
261            costs += Math.Max(nextStop.SpareTime, additionalTime) * tardinessPenalty;
262          }
263        } else {
264          //arrive later than before, probably don't have to wait
265          if (nextStop.WaitingTime > 0) {
266            additionalTime -= Math.Min(additionalTime, nextStop.WaitingTime);
267          }
268
269          //check due date
270          if (nextStop.SpareTime > 0) {
271            double spare = nextStop.SpareTime - additionalTime;
272            if (spare < 0)
273              tardiness += -spare;
274          } else {
275            tardiness += additionalTime;
276          }
277        }
278      }
279
280      costs += additionalTime * vrptw.TimeFactor.Value;
281
282      if (tardiness > 0) {
283        tourFeasible = feasible = false;
284      }
285
286      costs += tardiness * tardinessPenalty;
287
288      return costs;
289    }
290
291    protected override void InitResultParameters() {
292      base.InitResultParameters();
293
294      PickupViolationsParameter.ActualValue = new IntValue(0);
295    }
296
297    protected override void SetResultParameters(VRPEvaluation tourEvaluation) {
298      base.SetResultParameters(tourEvaluation);
299
300      PickupViolationsParameter.ActualValue.Value = (tourEvaluation as CVRPPDTWEvaluation).PickupViolations;
301    }
302   
303    [StorableConstructor]
304    protected CVRPPDTWEvaluator(bool deserializing) : base(deserializing) { }
305
306    public CVRPPDTWEvaluator() {
307      Parameters.Add(new LookupParameter<IntValue>("PickupViolations", "The number of pickup violations."));
308    }
309
310    public override IDeepCloneable Clone(Cloner cloner) {
311      return new CVRPPDTWEvaluator(this, cloner);
312    }
313
314    protected CVRPPDTWEvaluator(CVRPPDTWEvaluator original, Cloner cloner)
315      : base(original, cloner) {
316    }
317  }
318}
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