OR-Tools  7.1
TspDistanceMatrix.java
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1 // Copyright 2010-2018 Google LLC
2 // Licensed under the Apache License, Version 2.0 (the "License");
3 // you may not use this file except in compliance with the License.
4 // You may obtain a copy of the License at
5 //
6 // http://www.apache.org/licenses/LICENSE-2.0
7 //
8 // Unless required by applicable law or agreed to in writing, software
9 // distributed under the License is distributed on an "AS IS" BASIS,
10 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
11 // See the License for the specific language governing permissions and
12 // limitations under the License.
13 
14 // [START program]
15 // [START import]
22 import java.util.logging.Logger;
23 // [END import]
24 
26 public class TspDistanceMatrix {
27  static {
28  System.loadLibrary("jniortools");
29  }
30 
31  private static final Logger logger = Logger.getLogger(TspDistanceMatrix.class.getName());
32 
33  // [START data_model]
34  static class DataModel {
35  public final long[][] distanceMatrix = {
36  {0, 548, 776, 696, 582, 274, 502, 194, 308, 194, 536, 502, 388, 354, 468, 776, 662},
37  {548, 0, 684, 308, 194, 502, 730, 354, 696, 742, 1084, 594, 480, 674, 1016, 868, 1210},
38  {776, 684, 0, 992, 878, 502, 274, 810, 468, 742, 400, 1278, 1164, 1130, 788, 1552, 754},
39  {696, 308, 992, 0, 114, 650, 878, 502, 844, 890, 1232, 514, 628, 822, 1164, 560, 1358},
40  {582, 194, 878, 114, 0, 536, 764, 388, 730, 776, 1118, 400, 514, 708, 1050, 674, 1244},
41  {274, 502, 502, 650, 536, 0, 228, 308, 194, 240, 582, 776, 662, 628, 514, 1050, 708},
42  {502, 730, 274, 878, 764, 228, 0, 536, 194, 468, 354, 1004, 890, 856, 514, 1278, 480},
43  {194, 354, 810, 502, 388, 308, 536, 0, 342, 388, 730, 468, 354, 320, 662, 742, 856},
44  {308, 696, 468, 844, 730, 194, 194, 342, 0, 274, 388, 810, 696, 662, 320, 1084, 514},
45  {194, 742, 742, 890, 776, 240, 468, 388, 274, 0, 342, 536, 422, 388, 274, 810, 468},
46  {536, 1084, 400, 1232, 1118, 582, 354, 730, 388, 342, 0, 878, 764, 730, 388, 1152, 354},
47  {502, 594, 1278, 514, 400, 776, 1004, 468, 810, 536, 878, 0, 114, 308, 650, 274, 844},
48  {388, 480, 1164, 628, 514, 662, 890, 354, 696, 422, 764, 114, 0, 194, 536, 388, 730},
49  {354, 674, 1130, 822, 708, 628, 856, 320, 662, 388, 730, 308, 194, 0, 342, 422, 536},
50  {468, 1016, 788, 1164, 1050, 514, 514, 662, 320, 274, 388, 650, 536, 342, 0, 764, 194},
51  {776, 868, 1552, 560, 674, 1050, 1278, 742, 1084, 810, 1152, 274, 388, 422, 764, 0, 798},
52  {662, 1210, 754, 1358, 1244, 708, 480, 856, 514, 468, 354, 844, 730, 536, 194, 798, 0},
53  };
54  public final int vehicleNumber = 1;
55  public final int depot = 0;
56  }
57  // [END data_model]
58 
59  // [START solution_printer]
61  static void printSolution(
62  DataModel data, RoutingModel routing, RoutingIndexManager manager, Assignment solution) {
63  // Solution cost.
64  logger.info("Objective : " + solution.objectiveValue());
65  // Inspect solution.
66  logger.info("Route for Vehicle 0:");
67  long routeDistance = 0;
68  String route = "";
69  long index = routing.start(0);
70  while (!routing.isEnd(index)) {
71  route += manager.indexToNode(index) + " -> ";
72  long previousIndex = index;
73  index = solution.value(routing.nextVar(index));
74  routeDistance += routing.getArcCostForVehicle(previousIndex, index, 0);
75  }
76  route += manager.indexToNode(routing.end(0));
77  logger.info(route);
78  logger.info("Distance of the route: " + routeDistance + "m");
79  }
80  // [END solution_printer]
81 
82  public static void main(String[] args) throws Exception {
83  // Instantiate the data problem.
84  // [START data]
85  final DataModel data = new DataModel();
86  // [END data]
87 
88  // Create Routing Index Manager
89  // [START index_manager]
90  RoutingIndexManager manager =
91  new RoutingIndexManager(data.distanceMatrix.length, data.vehicleNumber, data.depot);
92  // [END index_manager]
93 
94  // Create Routing Model.
95  // [START routing_model]
96  RoutingModel routing = new RoutingModel(manager);
97  // [END routing_model]
98 
99  // Create and register a transit callback.
100  // [START transit_callback]
101  final int transitCallbackIndex =
102  routing.registerTransitCallback((long fromIndex, long toIndex) -> {
103  // Convert from routing variable Index to user NodeIndex.
104  int fromNode = manager.indexToNode(fromIndex);
105  int toNode = manager.indexToNode(toIndex);
106  return data.distanceMatrix[fromNode][toNode];
107  });
108  // [END transit_callback]
109 
110  // Define cost of each arc.
111  // [START arc_cost]
112  routing.setArcCostEvaluatorOfAllVehicles(transitCallbackIndex);
113  // [END arc_cost]
114 
115  // Setting first solution heuristic.
116  // [START parameters]
117  RoutingSearchParameters searchParameters =
119  .toBuilder()
121  .build();
122  // [END parameters]
123 
124  // Solve the problem.
125  // [START solve]
126  Assignment solution = routing.solveWithParameters(searchParameters);
127  // [END solve]
128 
129  // Print solution on console.
130  // [START print_solution]
131  printSolution(data, routing, manager, solution);
132  // [END print_solution]
133  }
134 }
135 // [END program]
static com.google.ortools.constraintsolver.RoutingSearchParameters defaultRoutingSearchParameters()
int registerTransitCallback(LongBinaryOperator callback)
long getArcCostForVehicle(long from_index, long to_index, long vehicle)
.lang.Override com.google.ortools.constraintsolver.RoutingSearchParameters build()
Builder setFirstSolutionStrategy(com.google.ortools.constraintsolver.FirstSolutionStrategy.Value value)
Assignment solveWithParameters(com.google.ortools.constraintsolver.RoutingSearchParameters search_parameters)
static void main(String[] args)
void setArcCostEvaluatorOfAllVehicles(int evaluator_index)
Minimal TSP using distance matrix.