1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 2002-2019 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.Collections.Generic;
|
---|
23 | using HeuristicLab.Common;
|
---|
24 | using HeuristicLab.Core;
|
---|
25 | using HeuristicLab.Data;
|
---|
26 | using HeuristicLab.Parameters;
|
---|
27 | using HEAL.Attic;
|
---|
28 | using HeuristicLab.Problems.VehicleRouting.Interfaces;
|
---|
29 |
|
---|
30 | namespace HeuristicLab.Problems.VehicleRouting.Encodings.Prins {
|
---|
31 | [Item("PrinsLSManipulator", "An operator which manipulates a VRP representation by using the Prins local search. It is implemented as described in Prins, C. (2004). A simple and effective evolutionary algorithm for the vehicle routing problem. Computers & Operations Research, 12:1985-2002.")]
|
---|
32 | [StorableType("11400A09-F3A9-4059-9C82-426B228C2CA0")]
|
---|
33 | public abstract class PrinsLSManipulator : PrinsManipulator, IVRPLocalSearchManipulator {
|
---|
34 | public IValueParameter<IntValue> Iterations {
|
---|
35 | get { return (IValueParameter<IntValue>)Parameters["Iterations"]; }
|
---|
36 | }
|
---|
37 |
|
---|
38 | [StorableConstructor]
|
---|
39 | protected PrinsLSManipulator(StorableConstructorFlag _) : base(_) { }
|
---|
40 |
|
---|
41 | public PrinsLSManipulator()
|
---|
42 | : base() {
|
---|
43 | Parameters.Add(new ValueParameter<IntValue>("Iterations", "The number of max iterations.", new IntValue(5)));
|
---|
44 | }
|
---|
45 |
|
---|
46 | protected PrinsLSManipulator(PrinsLSManipulator original, Cloner cloner)
|
---|
47 | : base(original, cloner) {
|
---|
48 | }
|
---|
49 |
|
---|
50 | protected double GetQuality(PrinsEncoding individual) {
|
---|
51 | return ProblemInstance.Evaluate(individual).Quality;
|
---|
52 | }
|
---|
53 |
|
---|
54 | private int FindCity(PrinsEncoding individual, int city) {
|
---|
55 | int index = -1;
|
---|
56 |
|
---|
57 | int i = 0;
|
---|
58 | while (i < individual.Length && index == -1) {
|
---|
59 | if (individual[i] == city)
|
---|
60 | index = i;
|
---|
61 |
|
---|
62 | i++;
|
---|
63 | }
|
---|
64 |
|
---|
65 | return index;
|
---|
66 | }
|
---|
67 |
|
---|
68 | protected const int depot = -1;
|
---|
69 |
|
---|
70 | private Tour FindTour(PrinsEncoding individual, int city) {
|
---|
71 | Tour found = null;
|
---|
72 |
|
---|
73 | List<Tour> tours = individual.GetTours();
|
---|
74 | int i = 0;
|
---|
75 |
|
---|
76 | while (found == null && i < tours.Count) {
|
---|
77 | if (tours[i].Stops.Contains(city))
|
---|
78 | found = tours[i];
|
---|
79 |
|
---|
80 | i++;
|
---|
81 | }
|
---|
82 |
|
---|
83 | return found;
|
---|
84 | }
|
---|
85 |
|
---|
86 | //inserts u after v in the child
|
---|
87 | private void InsertAfter(int u, int v, PrinsEncoding parent, PrinsEncoding child) {
|
---|
88 | int pi = 0;
|
---|
89 | int ci = 0;
|
---|
90 |
|
---|
91 | while (ci != child.Length) {
|
---|
92 | if (parent[pi] != u) {
|
---|
93 | child[ci] = parent[pi];
|
---|
94 | ci++;
|
---|
95 | }
|
---|
96 | if (parent[pi] == v) {
|
---|
97 | child[ci] = u;
|
---|
98 | ci++;
|
---|
99 | }
|
---|
100 |
|
---|
101 | pi++;
|
---|
102 | }
|
---|
103 | }
|
---|
104 |
|
---|
105 | //inserts (u, x) after v in the child
|
---|
106 | private void InsertAfter(int u, int x, int v, PrinsEncoding parent, PrinsEncoding child) {
|
---|
107 | int pi = 0;
|
---|
108 | int ci = 0;
|
---|
109 |
|
---|
110 | while (ci != child.Length) {
|
---|
111 | if (parent[pi] != u && parent[pi] != x) {
|
---|
112 | child[ci] = parent[pi];
|
---|
113 | ci++;
|
---|
114 | }
|
---|
115 | if (parent[pi] == v) {
|
---|
116 | child[ci] = u;
|
---|
117 | ci++;
|
---|
118 |
|
---|
119 | child[ci] = x;
|
---|
120 | ci++;
|
---|
121 | }
|
---|
122 |
|
---|
123 | pi++;
|
---|
124 | }
|
---|
125 | }
|
---|
126 |
|
---|
127 | //inserts u before v in the child
|
---|
128 | private void InsertBefore(int u, int v, PrinsEncoding parent, PrinsEncoding child) {
|
---|
129 | int pi = 0;
|
---|
130 | int ci = 0;
|
---|
131 |
|
---|
132 | while (ci != child.Length) {
|
---|
133 | if (parent[pi] == v) {
|
---|
134 | child[ci] = u;
|
---|
135 | ci++;
|
---|
136 | }
|
---|
137 | if (parent[pi] != u) {
|
---|
138 | child[ci] = parent[pi];
|
---|
139 | ci++;
|
---|
140 | }
|
---|
141 |
|
---|
142 | pi++;
|
---|
143 | }
|
---|
144 | }
|
---|
145 |
|
---|
146 | //inserts (u, x) before v in the child
|
---|
147 | private void InsertBefore(int u, int x, int v, PrinsEncoding parent, PrinsEncoding child) {
|
---|
148 | int pi = 0;
|
---|
149 | int ci = 0;
|
---|
150 |
|
---|
151 | while (ci != child.Length) {
|
---|
152 | if (parent[pi] == v) {
|
---|
153 | child[ci] = u;
|
---|
154 | ci++;
|
---|
155 |
|
---|
156 | child[ci] = x;
|
---|
157 | ci++;
|
---|
158 | }
|
---|
159 | if (parent[pi] != u && parent[pi] != x) {
|
---|
160 | child[ci] = parent[pi];
|
---|
161 | ci++;
|
---|
162 | }
|
---|
163 |
|
---|
164 | pi++;
|
---|
165 | }
|
---|
166 | }
|
---|
167 |
|
---|
168 | //swaps u and v
|
---|
169 | private void Swap(int u, int v, PrinsEncoding parent, PrinsEncoding child) {
|
---|
170 | for (int i = 0; i < child.Length; i++) {
|
---|
171 | if (parent[i] == u)
|
---|
172 | child[i] = v;
|
---|
173 | else if (parent[i] == v)
|
---|
174 | child[i] = u;
|
---|
175 | else
|
---|
176 | child[i] = parent[i];
|
---|
177 | }
|
---|
178 | }
|
---|
179 |
|
---|
180 | //swaps (u, x) and v
|
---|
181 | private void Swap(int u, int x, int v, PrinsEncoding parent, PrinsEncoding child) {
|
---|
182 | int childIndex = 0;
|
---|
183 | int parentIndex = 0;
|
---|
184 |
|
---|
185 | while (childIndex < child.Length) {
|
---|
186 | if (parent[parentIndex] == u) {
|
---|
187 | child[childIndex] = v;
|
---|
188 | parentIndex++;
|
---|
189 | } else if (parent[parentIndex] == v) {
|
---|
190 | child[childIndex] = u;
|
---|
191 | childIndex++;
|
---|
192 | child[childIndex] = x;
|
---|
193 | } else {
|
---|
194 | child[childIndex] = parent[parentIndex];
|
---|
195 | }
|
---|
196 |
|
---|
197 | childIndex++;
|
---|
198 | parentIndex++;
|
---|
199 | }
|
---|
200 | }
|
---|
201 |
|
---|
202 | //swaps (u, x) and (v, y)
|
---|
203 | private void Swap(int u, int x, int v, int y, PrinsEncoding parent, PrinsEncoding child) {
|
---|
204 | int i = 0;
|
---|
205 |
|
---|
206 | while (i < child.Length) {
|
---|
207 | if (child[i] == u) {
|
---|
208 | child[i] = v;
|
---|
209 | i++;
|
---|
210 | child[i] = y;
|
---|
211 | } else if (child[i] == v) {
|
---|
212 | child[i] = u;
|
---|
213 | i++;
|
---|
214 | child[i] = x;
|
---|
215 | } else {
|
---|
216 | child[i] = parent[i];
|
---|
217 | }
|
---|
218 |
|
---|
219 | i++;
|
---|
220 | }
|
---|
221 | }
|
---|
222 |
|
---|
223 | //swaps (u, x) and (v, y) by (u, y) and (x, v)
|
---|
224 | private void Swap2(int u, int x, int v, int y, PrinsEncoding parent, PrinsEncoding child) {
|
---|
225 | int i = 0;
|
---|
226 |
|
---|
227 | while (i < child.Length) {
|
---|
228 | if (parent[i] == x) {
|
---|
229 | child[i] = y;
|
---|
230 | } else if (parent[i] == v) {
|
---|
231 | child[i] = x;
|
---|
232 | } else if (parent[i] == y) {
|
---|
233 | child[i] = v;
|
---|
234 | } else {
|
---|
235 | child[i] = parent[i];
|
---|
236 | }
|
---|
237 |
|
---|
238 | i++;
|
---|
239 | }
|
---|
240 | }
|
---|
241 |
|
---|
242 | private void M1(PrinsEncoding parent, PrinsEncoding child, int u, int v) {
|
---|
243 | if (u != depot) {
|
---|
244 | if (v == depot) {
|
---|
245 | Tour tour = FindTour(child, u + 1);
|
---|
246 | v = tour.Stops[0] - 1;
|
---|
247 | InsertBefore(u, v, parent, child);
|
---|
248 | } else {
|
---|
249 | InsertAfter(u, v, parent, child);
|
---|
250 | }
|
---|
251 | }
|
---|
252 | }
|
---|
253 |
|
---|
254 | private void M2(PrinsEncoding parent, PrinsEncoding child, int u, int v) {
|
---|
255 | if (u != depot) {
|
---|
256 | Tour tour = FindTour(child, u + 1);
|
---|
257 | int iu = tour.Stops.IndexOf(u + 1);
|
---|
258 | if (iu < tour.Stops.Count - 1) {
|
---|
259 | int x = tour.Stops[iu + 1] - 1;
|
---|
260 |
|
---|
261 | if (v == depot) {
|
---|
262 | tour = FindTour(child, u + 1);
|
---|
263 | v = tour.Stops[0] - 1;
|
---|
264 | InsertBefore(u, x, v, parent, child);
|
---|
265 | } else {
|
---|
266 | InsertAfter(u, x, v, parent, child);
|
---|
267 | }
|
---|
268 | }
|
---|
269 | }
|
---|
270 | }
|
---|
271 |
|
---|
272 | private void M3(PrinsEncoding parent, PrinsEncoding child, int u, int v) {
|
---|
273 | if (u != depot) {
|
---|
274 | Tour tour = FindTour(child, u + 1);
|
---|
275 | int iu = tour.Stops.IndexOf(u + 1);
|
---|
276 | if (iu < tour.Stops.Count - 1) {
|
---|
277 | int x = tour.Stops[iu + 1] - 1;
|
---|
278 |
|
---|
279 | if (v == depot) {
|
---|
280 | tour = FindTour(child, u + 1);
|
---|
281 | v = tour.Stops[0] - 1;
|
---|
282 | InsertBefore(x, u, v, parent, child);
|
---|
283 | } else {
|
---|
284 | InsertAfter(x, u, v, parent, child);
|
---|
285 | }
|
---|
286 | }
|
---|
287 | }
|
---|
288 | }
|
---|
289 |
|
---|
290 | private void M4(PrinsEncoding parent, PrinsEncoding child, int u, int v) {
|
---|
291 | if (u != depot && v != depot) {
|
---|
292 | Swap(u, v, parent, child);
|
---|
293 | }
|
---|
294 | }
|
---|
295 |
|
---|
296 | private void M5(PrinsEncoding parent, PrinsEncoding child, int u, int v) {
|
---|
297 | if (u != depot && v != depot) {
|
---|
298 | Tour tour = FindTour(child, u + 1);
|
---|
299 | int iu = tour.Stops.IndexOf(u + 1);
|
---|
300 | if (iu < tour.Stops.Count - 1) {
|
---|
301 | int x = tour.Stops[iu + 1] - 1;
|
---|
302 |
|
---|
303 | if (x != v)
|
---|
304 | Swap(u, x, v, parent, child);
|
---|
305 | }
|
---|
306 | }
|
---|
307 | }
|
---|
308 |
|
---|
309 | private void M6(PrinsEncoding parent, PrinsEncoding child, int u, int v) {
|
---|
310 | if (u != depot && v != depot) {
|
---|
311 | Tour tour = FindTour(child, u + 1);
|
---|
312 | int iu = tour.Stops.IndexOf(u + 1);
|
---|
313 | if (iu < tour.Stops.Count - 1) {
|
---|
314 | int x = tour.Stops[iu + 1] - 1;
|
---|
315 |
|
---|
316 | tour = FindTour(child, v + 1);
|
---|
317 | int iv = tour.Stops.IndexOf(v + 1);
|
---|
318 | if (iv < tour.Stops.Count - 1) {
|
---|
319 | int y = tour.Stops[iv + 1] - 1;
|
---|
320 |
|
---|
321 | if (x != v && y != u)
|
---|
322 | Swap(u, x, v, y, parent, child);
|
---|
323 | }
|
---|
324 | }
|
---|
325 | }
|
---|
326 | }
|
---|
327 |
|
---|
328 | private void M7(PrinsEncoding parent, PrinsEncoding child, int u, int v) {
|
---|
329 | if (u != depot && v != depot) {
|
---|
330 | Tour tu = FindTour(child, u + 1);
|
---|
331 | Tour tv = FindTour(child, v + 1);
|
---|
332 |
|
---|
333 | if (tu.Stops[0] == tv.Stops[0]) {
|
---|
334 | int iu = tu.Stops.IndexOf(u + 1);
|
---|
335 | if (iu < tu.Stops.Count - 1) {
|
---|
336 | int x = tu.Stops[iu + 1] - 1;
|
---|
337 |
|
---|
338 | int iv = tv.Stops.IndexOf(v + 1);
|
---|
339 | if (iv < tv.Stops.Count - 1) {
|
---|
340 | int y = tv.Stops[iv + 1] - 1;
|
---|
341 |
|
---|
342 | if (x != v && y != u)
|
---|
343 | Swap(x, v, parent, child);
|
---|
344 | }
|
---|
345 | }
|
---|
346 | }
|
---|
347 | }
|
---|
348 | }
|
---|
349 |
|
---|
350 | private void M8(PrinsEncoding parent, PrinsEncoding child, int u, int v) {
|
---|
351 | if (u != depot && v != depot) {
|
---|
352 | Tour tu = FindTour(child, u + 1);
|
---|
353 | Tour tv = FindTour(child, v + 1);
|
---|
354 |
|
---|
355 | if (tu.Stops[0] != tv.Stops[0]) {
|
---|
356 | int iu = tu.Stops.IndexOf(u + 1);
|
---|
357 | if (iu < tu.Stops.Count - 1) {
|
---|
358 | int x = tu.Stops[iu + 1] - 1;
|
---|
359 |
|
---|
360 | int iv = tv.Stops.IndexOf(v + 1);
|
---|
361 | if (iv < tv.Stops.Count - 1) {
|
---|
362 | int y = tv.Stops[iv + 1] - 1;
|
---|
363 |
|
---|
364 | if (x != v && y != u)
|
---|
365 | Swap(x, v, parent, child);
|
---|
366 | }
|
---|
367 | }
|
---|
368 | }
|
---|
369 | }
|
---|
370 | }
|
---|
371 |
|
---|
372 | private void M9(PrinsEncoding parent, PrinsEncoding child, int u, int v) {
|
---|
373 | if (u != depot && v != depot) {
|
---|
374 | Tour tu = FindTour(child, u + 1);
|
---|
375 | Tour tv = FindTour(child, v + 1);
|
---|
376 |
|
---|
377 | if (tu.Stops[0] != tv.Stops[0]) {
|
---|
378 | int iu = tu.Stops.IndexOf(u + 1);
|
---|
379 | if (iu < tu.Stops.Count - 1) {
|
---|
380 | int x = tu.Stops[iu + 1] - 1;
|
---|
381 |
|
---|
382 | int iv = tv.Stops.IndexOf(v + 1);
|
---|
383 | if (iv < tv.Stops.Count - 1) {
|
---|
384 | int y = tv.Stops[iv + 1] - 1;
|
---|
385 |
|
---|
386 | if (x != v && y != u)
|
---|
387 | Swap2(u, x, v, y, parent, child);
|
---|
388 | }
|
---|
389 | }
|
---|
390 | }
|
---|
391 | }
|
---|
392 | }
|
---|
393 |
|
---|
394 | protected PrinsEncoding Manipulate(PrinsEncoding individual,
|
---|
395 | double originalQuality, int u, int v) {
|
---|
396 | PrinsEncoding child = null;
|
---|
397 | bool improvement = false;
|
---|
398 |
|
---|
399 | if (u != v) {
|
---|
400 | child = individual.Clone() as PrinsEncoding;
|
---|
401 | M1(individual, child, u, v);
|
---|
402 | improvement = GetQuality(child) < originalQuality;
|
---|
403 |
|
---|
404 | if (!improvement) {
|
---|
405 | child = individual.Clone() as PrinsEncoding;
|
---|
406 | M2(individual, child, u, v);
|
---|
407 | improvement = GetQuality(child) < originalQuality;
|
---|
408 | }
|
---|
409 |
|
---|
410 | if (!improvement) {
|
---|
411 | child = individual.Clone() as PrinsEncoding;
|
---|
412 | M3(individual, child, u, v);
|
---|
413 | improvement = GetQuality(child) < originalQuality;
|
---|
414 | }
|
---|
415 |
|
---|
416 | if (!improvement) {
|
---|
417 | child = individual.Clone() as PrinsEncoding;
|
---|
418 | M4(individual, child, u, v);
|
---|
419 | improvement = GetQuality(child) < originalQuality;
|
---|
420 | }
|
---|
421 |
|
---|
422 | if (!improvement) {
|
---|
423 | child = individual.Clone() as PrinsEncoding;
|
---|
424 | M5(individual, child, u, v);
|
---|
425 | improvement = GetQuality(child) < originalQuality;
|
---|
426 | }
|
---|
427 |
|
---|
428 | if (!improvement) {
|
---|
429 | child = individual.Clone() as PrinsEncoding;
|
---|
430 | M6(individual, child, u, v);
|
---|
431 | improvement = GetQuality(child) < originalQuality;
|
---|
432 | }
|
---|
433 |
|
---|
434 | if (!improvement) {
|
---|
435 | child = individual.Clone() as PrinsEncoding;
|
---|
436 | M7(individual, child, u, v);
|
---|
437 | improvement = GetQuality(child) < originalQuality;
|
---|
438 | }
|
---|
439 |
|
---|
440 | if (!improvement) {
|
---|
441 | child = individual.Clone() as PrinsEncoding;
|
---|
442 | M8(individual, child, u, v);
|
---|
443 | improvement = GetQuality(child) < originalQuality;
|
---|
444 | }
|
---|
445 |
|
---|
446 | if (!improvement) {
|
---|
447 | child = individual.Clone() as PrinsEncoding;
|
---|
448 | M9(individual, child, u, v);
|
---|
449 | improvement = GetQuality(child) < originalQuality;
|
---|
450 | }
|
---|
451 | }
|
---|
452 |
|
---|
453 | if (improvement)
|
---|
454 | return child;
|
---|
455 | else
|
---|
456 | return null;
|
---|
457 | }
|
---|
458 | }
|
---|
459 | }
|
---|