1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 2002-2016 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 |
|
---|
22 | using System;
|
---|
23 | using System.Collections.Generic;
|
---|
24 | using System.Linq;
|
---|
25 | using HeuristicLab.Common;
|
---|
26 | using HeuristicLab.Core;
|
---|
27 | using HeuristicLab.Data;
|
---|
28 | using HeuristicLab.Parameters;
|
---|
29 | using HeuristicLab.Persistence;
|
---|
30 | using HeuristicLab.Problems.VehicleRouting.Encodings.General;
|
---|
31 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
|
---|
32 |
|
---|
33 | namespace HeuristicLab.Problems.VehicleRouting.ProblemInstances {
|
---|
34 | [Item("VRPProblemInstance", "Represents a VRP instance.")]
|
---|
35 | [StorableType("3ad29012-6df5-4dba-8147-81f097272a6f")]
|
---|
36 | public abstract class VRPProblemInstance : ParameterizedNamedItem, IVRPProblemInstance, IStatefulItem {
|
---|
37 | IVRPEvaluator moveEvaluator;
|
---|
38 |
|
---|
39 | private object locker = new object();
|
---|
40 |
|
---|
41 | public IVRPEvaluator MoveEvaluator {
|
---|
42 | get {
|
---|
43 | lock (locker) {
|
---|
44 | if (evaluator == null)
|
---|
45 | return null;
|
---|
46 | else {
|
---|
47 | if (moveEvaluator == null) {
|
---|
48 | moveEvaluator = evaluator.Clone() as IVRPEvaluator;
|
---|
49 |
|
---|
50 | foreach (IParameter parameter in moveEvaluator.Parameters) {
|
---|
51 | if (parameter is ILookupParameter
|
---|
52 | && parameter != moveEvaluator.ProblemInstanceParameter
|
---|
53 | && parameter != moveEvaluator.VRPToursParameter) {
|
---|
54 | (parameter as ILookupParameter).ActualName =
|
---|
55 | VRPMoveEvaluator.MovePrefix +
|
---|
56 | (parameter as ILookupParameter).ActualName;
|
---|
57 | }
|
---|
58 | }
|
---|
59 | }
|
---|
60 |
|
---|
61 | return moveEvaluator;
|
---|
62 | }
|
---|
63 | }
|
---|
64 | }
|
---|
65 | }
|
---|
66 |
|
---|
67 | protected abstract IEnumerable<IOperator> GetOperators();
|
---|
68 | protected abstract IEnumerable<IOperator> GetAnalyzers();
|
---|
69 |
|
---|
70 | public IEnumerable<IOperator> Operators {
|
---|
71 | get {
|
---|
72 | return GetOperators().Union(GetAnalyzers());
|
---|
73 | }
|
---|
74 | }
|
---|
75 |
|
---|
76 | protected ValueParameter<DoubleMatrix> CoordinatesParameter {
|
---|
77 | get { return (ValueParameter<DoubleMatrix>)Parameters["Coordinates"]; }
|
---|
78 | }
|
---|
79 | protected OptionalValueParameter<DoubleMatrix> DistanceMatrixParameter {
|
---|
80 | get { return (OptionalValueParameter<DoubleMatrix>)Parameters["DistanceMatrix"]; }
|
---|
81 | }
|
---|
82 | protected ValueParameter<BoolValue> UseDistanceMatrixParameter {
|
---|
83 | get { return (ValueParameter<BoolValue>)Parameters["UseDistanceMatrix"]; }
|
---|
84 | }
|
---|
85 | protected ValueParameter<IntValue> VehiclesParameter {
|
---|
86 | get { return (ValueParameter<IntValue>)Parameters["Vehicles"]; }
|
---|
87 | }
|
---|
88 | protected ValueParameter<DoubleArray> DemandParameter {
|
---|
89 | get { return (ValueParameter<DoubleArray>)Parameters["Demand"]; }
|
---|
90 | }
|
---|
91 |
|
---|
92 | protected IValueParameter<DoubleValue> FleetUsageFactorParameter {
|
---|
93 | get { return (IValueParameter<DoubleValue>)Parameters["EvalFleetUsageFactor"]; }
|
---|
94 | }
|
---|
95 | protected IValueParameter<DoubleValue> DistanceFactorParameter {
|
---|
96 | get { return (IValueParameter<DoubleValue>)Parameters["EvalDistanceFactor"]; }
|
---|
97 | }
|
---|
98 |
|
---|
99 | public DoubleMatrix Coordinates {
|
---|
100 | get { return CoordinatesParameter.Value; }
|
---|
101 | set { CoordinatesParameter.Value = value; }
|
---|
102 | }
|
---|
103 |
|
---|
104 | public DoubleMatrix DistanceMatrix {
|
---|
105 | get { return DistanceMatrixParameter.Value; }
|
---|
106 | set { DistanceMatrixParameter.Value = value; }
|
---|
107 | }
|
---|
108 | public BoolValue UseDistanceMatrix {
|
---|
109 | get { return UseDistanceMatrixParameter.Value; }
|
---|
110 | set { UseDistanceMatrixParameter.Value = value; }
|
---|
111 | }
|
---|
112 | public IntValue Vehicles {
|
---|
113 | get { return VehiclesParameter.Value; }
|
---|
114 | set { VehiclesParameter.Value = value; }
|
---|
115 | }
|
---|
116 | public DoubleArray Demand {
|
---|
117 | get { return DemandParameter.Value; }
|
---|
118 | set { DemandParameter.Value = value; }
|
---|
119 | }
|
---|
120 | public virtual IntValue Cities {
|
---|
121 | get { return new IntValue(Demand.Length); }
|
---|
122 | }
|
---|
123 |
|
---|
124 | public DoubleValue FleetUsageFactor {
|
---|
125 | get { return FleetUsageFactorParameter.Value; }
|
---|
126 | set { FleetUsageFactorParameter.Value = value; }
|
---|
127 | }
|
---|
128 | public DoubleValue DistanceFactor {
|
---|
129 | get { return DistanceFactorParameter.Value; }
|
---|
130 | set { DistanceFactorParameter.Value = value; }
|
---|
131 | }
|
---|
132 |
|
---|
133 | protected virtual double CalculateDistance(int start, int end) {
|
---|
134 | double distance = 0.0;
|
---|
135 |
|
---|
136 | distance =
|
---|
137 | Math.Sqrt(
|
---|
138 | Math.Pow(Coordinates[start, 0] - Coordinates[end, 0], 2) +
|
---|
139 | Math.Pow(Coordinates[start, 1] - Coordinates[end, 1], 2));
|
---|
140 |
|
---|
141 | return distance;
|
---|
142 | }
|
---|
143 |
|
---|
144 | private DoubleMatrix CreateDistanceMatrix() {
|
---|
145 | DoubleMatrix distanceMatrix = new DoubleMatrix(Coordinates.Rows, Coordinates.Rows);
|
---|
146 |
|
---|
147 | for (int i = 0; i < distanceMatrix.Rows; i++) {
|
---|
148 | for (int j = 0; j < distanceMatrix.Columns; j++) {
|
---|
149 | double distance = CalculateDistance(i, j);
|
---|
150 |
|
---|
151 | distanceMatrix[i, j] = distance;
|
---|
152 | }
|
---|
153 | }
|
---|
154 |
|
---|
155 | return distanceMatrix;
|
---|
156 | }
|
---|
157 |
|
---|
158 | public virtual double[] GetCoordinates(int city) {
|
---|
159 | double[] coordinates = new double[Coordinates.Columns];
|
---|
160 |
|
---|
161 | for (int i = 0; i < Coordinates.Columns; i++) {
|
---|
162 | coordinates[i] = Coordinates[city, i];
|
---|
163 | }
|
---|
164 |
|
---|
165 | return coordinates;
|
---|
166 | }
|
---|
167 |
|
---|
168 | public virtual double GetDemand(int city) {
|
---|
169 | return Demand[city];
|
---|
170 | }
|
---|
171 |
|
---|
172 | //cache for performance improvement
|
---|
173 | private DoubleMatrix distanceMatrix = null;
|
---|
174 | private IVRPEvaluator evaluator = null;
|
---|
175 |
|
---|
176 | public IVRPEvaluator SolutionEvaluator {
|
---|
177 | get {
|
---|
178 | return evaluator;
|
---|
179 | }
|
---|
180 |
|
---|
181 | set {
|
---|
182 | lock (locker) {
|
---|
183 | moveEvaluator = null;
|
---|
184 | evaluator = value;
|
---|
185 | EvalBestKnownSolution();
|
---|
186 | }
|
---|
187 | }
|
---|
188 | }
|
---|
189 |
|
---|
190 | public virtual double GetDistance(int start, int end, IVRPEncoding solution) {
|
---|
191 | if (distanceMatrix == null && UseDistanceMatrix.Value) {
|
---|
192 | distanceMatrix = DistanceMatrix ?? CreateDistanceMatrix();
|
---|
193 | }
|
---|
194 |
|
---|
195 | if (distanceMatrix != null) return distanceMatrix[start, end];
|
---|
196 | return CalculateDistance(start, end);
|
---|
197 | }
|
---|
198 |
|
---|
199 | public virtual double GetInsertionDistance(int start, int customer, int end, IVRPEncoding solution,
|
---|
200 | out double startDistance, out double endDistance) {
|
---|
201 | double distance = GetDistance(start, end, solution);
|
---|
202 |
|
---|
203 | startDistance = GetDistance(start, customer, solution);
|
---|
204 | endDistance = GetDistance(customer, end, solution);
|
---|
205 |
|
---|
206 | double newDistance = startDistance + endDistance;
|
---|
207 |
|
---|
208 | return newDistance - distance;
|
---|
209 | }
|
---|
210 |
|
---|
211 | public bool Feasible(IVRPEncoding solution) {
|
---|
212 | return evaluator.Feasible(
|
---|
213 | evaluator.Evaluate(
|
---|
214 | this, solution));
|
---|
215 | }
|
---|
216 |
|
---|
217 | public bool TourFeasible(Tour tour, IVRPEncoding solution) {
|
---|
218 | return evaluator.Feasible(
|
---|
219 | evaluator.EvaluateTour(
|
---|
220 | this, tour, solution));
|
---|
221 | }
|
---|
222 |
|
---|
223 | public VRPEvaluation Evaluate(IVRPEncoding solution) {
|
---|
224 | return evaluator.Evaluate(this, solution);
|
---|
225 | }
|
---|
226 |
|
---|
227 | public VRPEvaluation EvaluateTour(Tour tour, IVRPEncoding solution) {
|
---|
228 | return evaluator.EvaluateTour(this, tour, solution);
|
---|
229 | }
|
---|
230 |
|
---|
231 | public bool Feasible(VRPEvaluation eval) {
|
---|
232 | return evaluator.Feasible(eval);
|
---|
233 | }
|
---|
234 |
|
---|
235 | public double GetInsertionCosts(VRPEvaluation eval, IVRPEncoding solution, int customer, int tour, int index, out bool feasible) {
|
---|
236 | return evaluator.GetInsertionCosts(this, solution, eval, customer, tour, index, out feasible);
|
---|
237 | }
|
---|
238 |
|
---|
239 |
|
---|
240 | public event EventHandler EvaluationChanged;
|
---|
241 |
|
---|
242 | protected void EvalBestKnownSolution() {
|
---|
243 | EventHandler tmp = EvaluationChanged;
|
---|
244 | if (tmp != null)
|
---|
245 | tmp(this, null);
|
---|
246 | }
|
---|
247 |
|
---|
248 | protected abstract IVRPEvaluator Evaluator { get; }
|
---|
249 | protected abstract IVRPCreator Creator { get; }
|
---|
250 |
|
---|
251 | [StorableConstructor]
|
---|
252 | protected VRPProblemInstance(StorableConstructorFlag deserializing) : base(deserializing) { }
|
---|
253 |
|
---|
254 | public VRPProblemInstance()
|
---|
255 | : base() {
|
---|
256 | Parameters.Add(new ValueParameter<DoubleMatrix>("Coordinates", "The x- and y-Coordinates of the cities.", new DoubleMatrix()));
|
---|
257 | Parameters.Add(new OptionalValueParameter<DoubleMatrix>("DistanceMatrix", "The matrix which contains the distances between the cities."));
|
---|
258 | Parameters.Add(new ValueParameter<BoolValue>("UseDistanceMatrix", "True if a distance matrix should be calculated and used for evaluation, otherwise false.", new BoolValue(true)));
|
---|
259 | Parameters.Add(new ValueParameter<IntValue>("Vehicles", "The number of vehicles.", new IntValue(0)));
|
---|
260 | Parameters.Add(new ValueParameter<DoubleArray>("Demand", "The demand of each customer.", new DoubleArray()));
|
---|
261 |
|
---|
262 | Parameters.Add(new ValueParameter<DoubleValue>("EvalFleetUsageFactor", "The fleet usage factor considered in the evaluation.", new DoubleValue(0)));
|
---|
263 | Parameters.Add(new ValueParameter<DoubleValue>("EvalDistanceFactor", "The distance factor considered in the evaluation.", new DoubleValue(1)));
|
---|
264 |
|
---|
265 | evaluator = Evaluator;
|
---|
266 | AttachEventHandlers();
|
---|
267 | }
|
---|
268 |
|
---|
269 | protected VRPProblemInstance(VRPProblemInstance original, Cloner cloner)
|
---|
270 | : base(original, cloner) {
|
---|
271 | evaluator = Evaluator;
|
---|
272 | AttachEventHandlers();
|
---|
273 | }
|
---|
274 |
|
---|
275 | [StorableHook(HookType.AfterDeserialization)]
|
---|
276 | private void AfterDeserialization() {
|
---|
277 | evaluator = Evaluator;
|
---|
278 | AttachEventHandlers();
|
---|
279 | }
|
---|
280 |
|
---|
281 | private void AttachEventHandlers() {
|
---|
282 | DistanceFactorParameter.ValueChanged += new EventHandler(DistanceFactorParameter_ValueChanged);
|
---|
283 | DistanceFactorParameter.Value.ValueChanged += new EventHandler(DistanceFactor_ValueChanged);
|
---|
284 | FleetUsageFactorParameter.ValueChanged += new EventHandler(FleetUsageFactorParameter_ValueChanged);
|
---|
285 | FleetUsageFactorParameter.Value.ValueChanged += new EventHandler(FleetUsageFactor_ValueChanged);
|
---|
286 | DistanceMatrixParameter.ValueChanged += new EventHandler(DistanceMatrixParameter_ValueChanged);
|
---|
287 | if (DistanceMatrix != null) {
|
---|
288 | DistanceMatrix.ItemChanged += new EventHandler<EventArgs<int, int>>(DistanceMatrix_ItemChanged);
|
---|
289 | DistanceMatrix.Reset += new EventHandler(DistanceMatrix_Reset);
|
---|
290 | }
|
---|
291 | UseDistanceMatrixParameter.ValueChanged += new EventHandler(UseDistanceMatrixParameter_ValueChanged);
|
---|
292 | UseDistanceMatrix.ValueChanged += new EventHandler(UseDistanceMatrix_ValueChanged);
|
---|
293 | }
|
---|
294 |
|
---|
295 | public virtual void InitializeState() {
|
---|
296 | }
|
---|
297 |
|
---|
298 | public virtual void ClearState() {
|
---|
299 | }
|
---|
300 |
|
---|
301 | #region Event handlers
|
---|
302 | void DistanceFactorParameter_ValueChanged(object sender, EventArgs e) {
|
---|
303 | DistanceFactorParameter.Value.ValueChanged += new EventHandler(DistanceFactor_ValueChanged);
|
---|
304 | EvalBestKnownSolution();
|
---|
305 | }
|
---|
306 | void DistanceFactor_ValueChanged(object sender, EventArgs e) {
|
---|
307 | EvalBestKnownSolution();
|
---|
308 | }
|
---|
309 | void FleetUsageFactorParameter_ValueChanged(object sender, EventArgs e) {
|
---|
310 | FleetUsageFactorParameter.Value.ValueChanged += new EventHandler(FleetUsageFactor_ValueChanged);
|
---|
311 | EvalBestKnownSolution();
|
---|
312 | }
|
---|
313 | void FleetUsageFactor_ValueChanged(object sender, EventArgs e) {
|
---|
314 | EvalBestKnownSolution();
|
---|
315 | }
|
---|
316 | void DistanceMatrixParameter_ValueChanged(object sender, EventArgs e) {
|
---|
317 | if (DistanceMatrix != null) {
|
---|
318 | DistanceMatrix.ItemChanged += new EventHandler<EventArgs<int, int>>(DistanceMatrix_ItemChanged);
|
---|
319 | DistanceMatrix.Reset += new EventHandler(DistanceMatrix_Reset);
|
---|
320 | }
|
---|
321 | distanceMatrix = DistanceMatrix;
|
---|
322 | EvalBestKnownSolution();
|
---|
323 | }
|
---|
324 | void DistanceMatrix_Reset(object sender, EventArgs e) {
|
---|
325 | EvalBestKnownSolution();
|
---|
326 | }
|
---|
327 | void DistanceMatrix_ItemChanged(object sender, EventArgs<int, int> e) {
|
---|
328 | distanceMatrix = DistanceMatrix;
|
---|
329 | EvalBestKnownSolution();
|
---|
330 | }
|
---|
331 | void UseDistanceMatrixParameter_ValueChanged(object sender, EventArgs e) {
|
---|
332 | UseDistanceMatrix.ValueChanged += new EventHandler(UseDistanceMatrix_ValueChanged);
|
---|
333 | if (!UseDistanceMatrix.Value)
|
---|
334 | distanceMatrix = null;
|
---|
335 | EvalBestKnownSolution();
|
---|
336 | }
|
---|
337 | void UseDistanceMatrix_ValueChanged(object sender, EventArgs e) {
|
---|
338 | if (!UseDistanceMatrix.Value)
|
---|
339 | distanceMatrix = null;
|
---|
340 | EvalBestKnownSolution();
|
---|
341 | }
|
---|
342 | #endregion
|
---|
343 | }
|
---|
344 | } |
---|