VrpStartsEnds.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]
23 import java.util.logging.Logger;
24 // [END import]
25 
27 public class VrpStartsEnds {
28  static {
29  System.loadLibrary("jniortools");
30  }
31 
32  private static final Logger logger = Logger.getLogger(VrpStartsEnds.class.getName());
33 
34  // [START data_model]
35  static class DataModel {
36  public final long[][] distanceMatrix = {
37  {0, 548, 776, 696, 582, 274, 502, 194, 308, 194, 536, 502, 388, 354, 468, 776, 662},
38  {548, 0, 684, 308, 194, 502, 730, 354, 696, 742, 1084, 594, 480, 674, 1016, 868, 1210},
39  {776, 684, 0, 992, 878, 502, 274, 810, 468, 742, 400, 1278, 1164, 1130, 788, 1552, 754},
40  {696, 308, 992, 0, 114, 650, 878, 502, 844, 890, 1232, 514, 628, 822, 1164, 560, 1358},
41  {582, 194, 878, 114, 0, 536, 764, 388, 730, 776, 1118, 400, 514, 708, 1050, 674, 1244},
42  {274, 502, 502, 650, 536, 0, 228, 308, 194, 240, 582, 776, 662, 628, 514, 1050, 708},
43  {502, 730, 274, 878, 764, 228, 0, 536, 194, 468, 354, 1004, 890, 856, 514, 1278, 480},
44  {194, 354, 810, 502, 388, 308, 536, 0, 342, 388, 730, 468, 354, 320, 662, 742, 856},
45  {308, 696, 468, 844, 730, 194, 194, 342, 0, 274, 388, 810, 696, 662, 320, 1084, 514},
46  {194, 742, 742, 890, 776, 240, 468, 388, 274, 0, 342, 536, 422, 388, 274, 810, 468},
47  {536, 1084, 400, 1232, 1118, 582, 354, 730, 388, 342, 0, 878, 764, 730, 388, 1152, 354},
48  {502, 594, 1278, 514, 400, 776, 1004, 468, 810, 536, 878, 0, 114, 308, 650, 274, 844},
49  {388, 480, 1164, 628, 514, 662, 890, 354, 696, 422, 764, 114, 0, 194, 536, 388, 730},
50  {354, 674, 1130, 822, 708, 628, 856, 320, 662, 388, 730, 308, 194, 0, 342, 422, 536},
51  {468, 1016, 788, 1164, 1050, 514, 514, 662, 320, 274, 388, 650, 536, 342, 0, 764, 194},
52  {776, 868, 1552, 560, 674, 1050, 1278, 742, 1084, 810, 1152, 274, 388, 422, 764, 0, 798},
53  {662, 1210, 754, 1358, 1244, 708, 480, 856, 514, 468, 354, 844, 730, 536, 194, 798, 0},
54  };
55  public final int vehicleNumber = 4;
56  // [START starts_ends]
57  public final int[] starts = {1, 2, 15, 16};
58  public final int[] ends = {0, 0, 0, 0};
59  // [END starts_ends]
60  }
61  // [END data_model]
62 
63  // [START solution_printer]
65  static void printSolution(
66  DataModel data, RoutingModel routing, RoutingIndexManager manager, Assignment solution) {
67  // Inspect solution.
68  long maxRouteDistance = 0;
69  for (int i = 0; i < data.vehicleNumber; ++i) {
70  long index = routing.start(i);
71  logger.info("Route for Vehicle " + i + ":");
72  long routeDistance = 0;
73  String route = "";
74  while (!routing.isEnd(index)) {
75  route += manager.indexToNode(index) + " -> ";
76  long previousIndex = index;
77  index = solution.value(routing.nextVar(index));
78  routeDistance += routing.getArcCostForVehicle(previousIndex, index, i);
79  }
80  logger.info(route + manager.indexToNode(index));
81  logger.info("Distance of the route: " + routeDistance + "m");
82  maxRouteDistance = Math.max(routeDistance, maxRouteDistance);
83  }
84  logger.info("Maximum of the route distances: " + maxRouteDistance + "m");
85  }
86  // [END solution_printer]
87 
88  public static void main(String[] args) throws Exception {
89  // Instantiate the data problem.
90  // [START data]
91  final DataModel data = new DataModel();
92  // [END data]
93 
94  // Create Routing Index Manager
95  // [START index_manager]
97  data.distanceMatrix.length, data.vehicleNumber, data.starts, data.ends);
98  // [END index_manager]
99 
100  // Create Routing Model.
101  // [START routing_model]
102  RoutingModel routing = new RoutingModel(manager);
103  // [END routing_model]
104 
105  // Create and register a transit callback.
106  // [START transit_callback]
107  final int transitCallbackIndex =
108  routing.registerTransitCallback((long fromIndex, long toIndex) -> {
109  // Convert from routing variable Index to user NodeIndex.
110  int fromNode = manager.indexToNode(fromIndex);
111  int toNode = manager.indexToNode(toIndex);
112  return data.distanceMatrix[fromNode][toNode];
113  });
114  // [END transit_callback]
115 
116  // Define cost of each arc.
117  // [START arc_cost]
118  routing.setArcCostEvaluatorOfAllVehicles(transitCallbackIndex);
119  // [END arc_cost]
120 
121  // Add Distance constraint.
122  // [START distance_constraint]
123  routing.addDimension(transitCallbackIndex, 0, 2000,
124  true, // start cumul to zero
125  "Distance");
126  RoutingDimension distanceDimension = routing.getMutableDimension("Distance");
127  distanceDimension.setGlobalSpanCostCoefficient(100);
128  // [END distance_constraint]
129 
130  // Setting first solution heuristic.
131  // [START parameters]
132  RoutingSearchParameters searchParameters =
134  .toBuilder()
136  .build();
137  // [END parameters]
138 
139  // Solve the problem.
140  // [START solve]
141  Assignment solution = routing.solveWithParameters(searchParameters);
142  // [END solve]
143 
144  // Print solution on console.
145  // [START print_solution]
146  printSolution(data, routing, manager, solution);
147  // [END print_solution]
148  }
149 }
150 // [END program]
static com.google.ortools.constraintsolver.RoutingSearchParameters defaultRoutingSearchParameters()
RoutingDimension getMutableDimension(String dimension_name)
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)
static void main(String[] args)
Assignment solveWithParameters(com.google.ortools.constraintsolver.RoutingSearchParameters search_parameters)
void setArcCostEvaluatorOfAllVehicles(int evaluator_index)
boolean addDimension(int evaluator_index, long slack_max, long capacity, boolean fix_start_cumul_to_zero, String name)
Minimal VRP.