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tsp.cpp
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1/* -*- mode: C++; c-basic-offset: 2; indent-tabs-mode: nil -*- */
2/*
3 * Main authors:
4 * Christian Schulte <schulte@gecode.org>
5 *
6 * Copyright:
7 * Christian Schulte, 2007
8 *
9 * Bugfixes provided by:
10 * Geoffrey Chu
11 *
12 * This file is part of Gecode, the generic constraint
13 * development environment:
14 * http://www.gecode.org
15 *
16 * Permission is hereby granted, free of charge, to any person obtaining
17 * a copy of this software and associated documentation files (the
18 * "Software"), to deal in the Software without restriction, including
19 * without limitation the rights to use, copy, modify, merge, publish,
20 * distribute, sublicense, and/or sell copies of the Software, and to
21 * permit persons to whom the Software is furnished to do so, subject to
22 * the following conditions:
23 *
24 * The above copyright notice and this permission notice shall be
25 * included in all copies or substantial portions of the Software.
26 *
27 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
28 * EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
29 * MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
30 * NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
31 * LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
32 * OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
33 * WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
34 *
35 */
36
37#include <gecode/driver.hh>
38#include <gecode/int.hh>
39#include <gecode/minimodel.hh>
40
41#include <algorithm>
42
43using namespace Gecode;
44
46namespace {
47
49 const int PA_n = 7;
50 const int PA_d[PA_n*PA_n] = {
51 0,205,677,581,461,878,345,
52 205,0,882,427,390,1105,540,
53 677,882,0,619,316,201,470,
54 581,427,619,0,412,592,570,
55 461,390,316,412,0,517,190,
56 878,1105,201,592,517,0,691,
57 345,540,470,570,190,691,0
58 };
59
61 const int PB_n = 10;
62 const int PB_d[PB_n*PB_n] = {
63 2,4,4,1,9,2,4,4,1,9,
64 2,9,5,5,5,2,9,5,5,5,
65 1,5,2,3,3,1,5,2,3,3,
66 2,6,8,9,5,2,6,8,9,5,
67 3,7,1,6,4,3,7,1,6,4,
68 1,2,4,1,7,1,2,4,1,7,
69 3,5,2,7,6,3,5,2,7,6,
70 2,7,9,5,5,2,7,9,5,5,
71 3,9,7,3,4,3,9,7,3,4,
72 4,1,5,9,2,4,1,5,9,2
73 };
74
76 const int PC_n = 17;
77 const int PC_d[PC_n*PC_n] = {
78 0,3,5,48,48,8,8,5,5,3,3,0,3,5,8,8,5,
79 3,0,3,48,48,8,8,5,5,0,0,3,0,3,8,8,5,
80 5,3,0,72,72,48,48,24,24,3,3,5,3,0,48,48,24,
81 48,48,74,0,0,6,6,12,12,48,48,48,48,74,6,6,12,
82 48,48,74,0,0,6,6,12,12,48,48,48,48,74,6,6,12,
83 8,8,50,6,6,0,0,8,8,8,8,8,8,50,0,0,8,
84 8,8,50,6,6,0,0,8,8,8,8,8,8,50,0,0,8,
85 5,5,26,12,12,8,8,0,0,5,5,5,5,26,8,8,0,
86 5,5,26,12,12,8,8,0,0,5,5,5,5,26,8,8,0,
87 3,0,3,48,48,8,8,5,5,0,0,3,0,3,8,8,5,
88 3,0,3,48,48,8,8,5,5,0,0,3,0,3,8,8,5,
89 0,3,5,48,48,8,8,5,5,3,3,0,3,5,8,8,5,
90 3,0,3,48,48,8,8,5,5,0,0,3,0,3,8,8,5,
91 5,3,0,72,72,48,48,24,24,3,3,5,3,0,48,48,24,
92 8,8,50,6,6,0,0,8,8,8,8,8,8,50,0,0,8,
93 8,8,50,6,6,0,0,8,8,8,8,8,8,50,0,0,8,
94 5,5,26,12,12,8,8,0,0,5,5,5,5,26,8,8,0
95 };
96
98 const int PD_n = 34;
99 const int PD_d[PD_n*PD_n] = {
100 0,26,82,65,100,147,134,69,117,42,89,125,38,13,38,31,22,103,
101 143,94,104,123,98,58,38,30,67,120,149,100,93,162,62,66,66,0,
102 56,39,109,156,140,135,183,108,155,190,104,79,104,97,88,130,176,121,
103 131,150,125,85,65,57,94,147,160,80,67,189,128,40,43,57,0,16,
104 53,100,84,107,155,85,132,168,81,56,81,74,65,146,186,137,147,166,
105 141,101,81,73,110,163,164,102,71,205,105,62,27,41,62,0,97,144,
106 131,96,144,69,116,152,65,40,65,58,49,130,170,121,131,150,125,85,
107 65,57,94,147,166,86,73,189,89,46,109,135,161,174,0,47,34,54,
108 102,67,114,175,97,96,128,135,131,198,193,203,213,232,207,167,147,139,
109 176,229,222,204,148,235,60,175,157,171,114,130,60,0,40,114,162,127,
110 174,235,157,156,188,188,179,258,253,251,239,258,203,215,195,187,172,207,
111 175,157,101,295,120,133,143,169,132,148,34,31,0,88,133,101,148,209,
112 131,130,162,169,165,232,227,237,247,266,221,201,181,173,190,225,193,175,
113 119,269,94,151,95,121,177,160,54,101,88,0,48,53,100,158,83,82,
114 114,121,117,184,179,189,199,218,193,153,133,125,162,215,244,195,188,221,
115 46,161,79,105,161,144,91,138,125,37,0,37,53,114,67,66,98,105,
116 101,137,132,149,183,202,177,137,117,109,146,199,228,179,172,174,57,145,
117 42,68,124,107,67,114,101,27,75,0,47,108,30,29,61,68,64,131,
118 126,136,146,165,140,100,80,72,109,162,191,142,135,168,20,108,83,109,
119 165,148,108,155,142,68,88,41,0,61,71,70,102,109,105,84,79,96,
120 144,163,175,141,121,113,150,203,232,183,176,121,61,149,204,230,286,269,
121 216,255,237,162,125,162,123,0,192,191,223,230,226,144,139,156,184,165,
122 215,249,242,234,251,282,332,297,297,113,182,270,38,64,120,103,88,135,
123 122,57,105,30,77,87,0,25,31,38,47,110,105,122,142,161,136,96,
124 76,68,105,158,187,138,131,147,50,104,13,39,95,78,87,134,121,56,
125 104,29,76,112,25,0,32,39,35,116,130,107,117,136,111,71,51,43,
126 80,133,162,113,106,172,49,79,38,48,104,87,119,166,153,88,136,61,
127 108,118,31,32,0,7,16,123,136,114,124,143,118,78,58,50,87,140,
128 169,120,115,178,81,88,31,41,97,80,115,162,149,84,132,57,104,114,
129 27,28,7,0,9,116,132,107,117,136,111,71,51,43,80,133,162,113,
130 108,174,77,81,22,32,88,71,122,169,156,91,139,64,111,123,36,35,
131 16,9,0,107,141,98,108,127,102,62,42,34,71,124,153,104,99,166,
132 84,72,108,134,190,173,133,180,167,93,113,66,85,60,96,95,127,134,
133 130,0,46,63,116,135,147,166,146,138,175,221,257,208,201,120,86,174,
134 127,153,209,192,152,199,186,112,132,85,104,79,115,114,146,153,149,19,
135 0,17,70,89,101,135,148,157,137,175,219,183,220,85,105,193,153,179,
136 235,218,178,225,212,138,158,111,130,105,141,140,172,179,175,45,57,0,
137 53,72,84,118,131,183,120,158,202,166,241,68,131,214,179,165,199,204,
138 243,290,277,203,223,176,195,165,206,192,199,192,183,110,112,82,0,19,
139 31,65,78,149,67,105,149,113,188,95,196,161,212,205,239,244,237,284,
140 271,197,217,170,189,146,200,199,231,232,223,104,93,63,40,0,71,105,
141 118,189,107,117,167,153,228,76,190,201,148,134,168,173,212,259,246,172,
142 192,145,164,139,175,161,168,161,152,79,125,70,36,55,0,34,47,118,
143 36,89,118,82,157,131,165,130,153,146,180,185,178,225,212,138,158,111,
144 130,105,141,140,172,173,164,45,91,36,46,65,77,0,59,130,48,101,
145 130,94,169,104,131,142,173,166,200,205,198,245,232,158,178,131,150,125,
146 161,160,192,193,184,65,111,56,66,85,97,20,0,150,68,121,150,114,
147 189,124,151,162,30,16,72,55,125,172,156,99,147,72,119,133,68,43,
148 50,43,34,73,119,64,74,93,68,28,8,0,37,90,119,70,83,132,
149 92,56,112,98,132,137,185,232,216,181,223,154,195,170,150,125,132,125,
150 116,110,156,101,67,86,31,65,78,82,0,53,82,46,121,162,174,94,
151 144,130,164,169,217,256,225,213,261,186,233,234,182,157,164,157,148,174,
152 209,165,131,116,95,129,122,114,93,0,50,78,147,192,206,126,94,80,
153 114,119,167,214,198,163,211,136,183,197,132,107,114,107,98,137,183,128,
154 110,129,74,92,72,64,43,57,0,28,103,196,156,76,66,52,101,91,
155 154,201,185,135,183,108,155,169,104,79,86,79,70,109,155,100,82,101,
156 46,64,44,36,15,68,97,0,90,168,128,63,113,108,70,86,84,131,
157 115,138,186,151,198,225,151,126,142,135,126,165,211,156,138,157,102,120,
158 100,92,71,124,93,56,0,224,144,32,146,172,228,211,171,218,205,131,
159 151,104,123,80,134,133,165,172,168,38,27,44,75,76,106,140,153,176,
160 142,180,224,188,239,0,124,212,102,128,184,167,61,108,95,7,55,60,
161 107,165,90,89,121,128,124,191,186,196,206,225,200,160,140,132,169,222,
162 251,202,195,228,0,168,81,95,38,54,91,138,122,145,193,123,170,206,
163 119,94,119,112,103,184,224,175,165,184,129,139,119,111,98,151,120,83,
164 27,243,143,0
165 };
166
168 class Problem {
169 private:
170 const int _n;
171 const int* _d;
172 public:
174 Problem(const int n, const int* d);
176 int size(void) const;
178 int d(int i, int j) const;
180 const int* d(void) const;
182 int max(void) const;
183 };
184
185 inline
186 Problem::Problem(const int n, const int* d)
187 : _n(n), _d(d) {}
188 inline int
189 Problem::size(void) const {
190 return _n;
191 }
192 inline int
193 Problem::d(int i, int j) const {
194 return _d[i*_n+j];
195 }
196 inline const int*
197 Problem::d(void) const {
198 return _d;
199 }
200 inline int
201 Problem::max(void) const {
202 int m=0;
203 for (int i=0; i<_n*_n; i++)
204 m = std::max(m,_d[i]);
205 return m*_n;
206 }
207
208 Problem PA(PA_n,PA_d);
209 Problem PB(PB_n,PB_d);
210 Problem PC(PC_n,PC_d);
211 Problem PD(PD_n,PD_d);
212
213 Problem ps[] = {PA,PB,PC,PD};
214 const unsigned int ps_n = sizeof(ps) / sizeof(Problem);
215
216}
217
227class TSP : public IntMinimizeScript {
228protected:
230 Problem p;
235public:
237 TSP(const SizeOptions& opt)
238 : IntMinimizeScript(opt),
239 p(ps[opt.size()]),
240 succ(*this, p.size(), 0, p.size()-1),
241 total(*this, 0, p.max()) {
242 int n = p.size();
243
244 // Cost matrix
245 IntArgs c(n*n, p.d());
246
247 // Disallow disconnected nodes
248 for (int i=0; i<n; i++)
249 for (int j=0; j<n; j++)
250 if (p.d(i,j) == 0)
251 rel(*this, succ[i], IRT_NQ, j);
252
253 // Cost of each edge
255
256 // Enforce that the succesors yield a tour with appropriate costs
257 circuit(*this, c, succ, costs, total, opt.ipl());
258
259 // Just assume that the circle starts forwards
260 {
261 IntVar p0(*this, 0, n-1);
262 element(*this, succ, p0, 0);
263 rel(*this, p0, IRT_LE, succ[0]);
264 }
265
266 // First enumerate cost values, prefer those that maximize cost reduction
267 branch(*this, costs, INT_VAR_REGRET_MAX_MAX(), INT_VAL_MIN());
268
269 // Then fix the remaining successors
271 }
272
273 virtual IntVar cost(void) const {
274 return total;
275 }
276
277 TSP(TSP& s) : IntMinimizeScript(s), p(s.p) {
278 succ.update(*this, s.succ);
279 total.update(*this, s.total);
280 }
281
282 virtual Space*
283 copy(void) {
284 return new TSP(*this);
285 }
286
287 virtual void
288 print(std::ostream& os) const {
289 bool assigned = true;
290 for (int i=0; i<succ.size(); i++) {
291 if (!succ[i].assigned()) {
292 assigned = false;
293 break;
294 }
295 }
296 if (assigned) {
297 os << "\tTour: ";
298 int i=0;
299 do {
300 os << i << " -> ";
301 i=succ[i].val();
302 } while (i != 0);
303 os << 0 << std::endl;
304 os << "\tCost: " << total << std::endl;
305 } else {
306 os << "\tTour: " << std::endl;
307 for (int i=0; i<succ.size(); i++) {
308 os << "\t" << i << " -> " << succ[i] << std::endl;
309 }
310 os << "\tCost: " << total << std::endl;
311 }
312 }
313};
314
315
316
320int
321main(int argc, char* argv[]) {
322 SizeOptions opt("TSP");
323 opt.solutions(0);
324 opt.ipl(IPL_DOM);
325 opt.parse(argc,argv);
326
327 if (opt.size() >= ps_n) {
328 std::cerr << "Error: size must be between 0 and "
329 << ps_n-1 << std::endl;
330 return 1;
331 }
332
334 return 0;
335}
336
337// STATISTICS: example-any
Passing integer arguments.
Definition int.hh:634
Passing integer variables.
Definition int.hh:662
Integer variable array.
Definition int.hh:772
Integer variables.
Definition int.hh:371
Options for scripts with additional size parameter
Definition driver.hh:675
Computation spaces.
Definition core.hpp:1744
int main(int argc, char *argv[])
Main-function.
Definition tsp.cpp:321
IntVar total
Total cost of travel.
Definition tsp.cpp:234
TSP(const SizeOptions &opt)
Actual model.
Definition tsp.cpp:237
virtual void print(std::ostream &os) const
Print solution.
Definition tsp.cpp:288
TSP(TSP &s)
Constructor for cloning s.
Definition tsp.cpp:277
IntVarArray succ
Successor edges.
Definition tsp.cpp:232
virtual Space * copy(void)
Copy during cloning.
Definition tsp.cpp:283
virtual IntVar cost(void) const
Return solution cost.
Definition tsp.cpp:273
Problem p
Problem instance to be solved.
Definition tsp.cpp:230
void parse(int argc, char *argv[])
Parse commandline arguments.
Definition test.cpp:120
Driver::ScriptBase< Driver::IgnoreStepOption< IntMinimizeSpace > > IntMinimizeScript
Base-class for scripts for finding solution of lowest integer cost.
Definition driver.hh:808
void branch(Home home, const FloatVarArgs &x, FloatVarBranch vars, FloatValBranch vals, FloatBranchFilter bf=nullptr, FloatVarValPrint vvp=nullptr)
Branch over x with variable selection vars and value selection vals.
Definition branch.cpp:39
void rel(Home home, FloatVar x0, FloatRelType frt, FloatVar x1)
Post propagator for .
Definition rel.cpp:68
@ IRT_NQ
Disequality ( )
Definition int.hh:942
@ IRT_LE
Less ( )
Definition int.hh:944
@ IPL_DOM
Domain propagation Options: basic versus advanced propagation.
Definition int.hh:994
const int min
Smallest allowed integer value.
Definition int.hh:118
const int max
Largest allowed integer value.
Definition int.hh:116
unsigned int size(I &i)
Size of all ranges of range iterator i.
Gecode toplevel namespace
void element(Home home, IntSharedArray n, IntVar x0, IntVar x1, IntPropLevel ipl=IPL_DEF)
Post domain consistent propagator for .
Definition element.cpp:39
IntVarBranch INT_VAR_REGRET_MAX_MAX(BranchTbl tbl=nullptr)
Select variable with largest max-regret.
Definition var.hpp:301
IntValBranch INT_VAL_MIN(void)
Select smallest value.
Definition val.hpp:55
void max(Home home, FloatVar x0, FloatVar x1, FloatVar x2)
Post propagator for .
void circuit(Home home, const IntVarArgs &x, IntPropLevel ipl=IPL_DEF)
Post propagator such that x forms a circuit.
Definition circuit.cpp:73
IntVarBranch INT_VAR_MIN_MIN(BranchTbl tbl=nullptr)
Select variable with smallest min.
Definition var.hpp:186
Gecode::IntArgs i({1, 2, 3, 4})
Gecode::IntSet d(v, 7)
Multi _d(Gecode::IntArgs({3, 2, 1}))