// Copyright 2010-2018 Google LLC // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // [START program] package com.google.ortools.examples; // [START import] import com.google.ortools.constraintsolver.Assignment; import com.google.ortools.constraintsolver.FirstSolutionStrategy; import com.google.ortools.constraintsolver.RoutingIndexManager; import com.google.ortools.constraintsolver.RoutingModel; import com.google.ortools.constraintsolver.RoutingSearchParameters; import com.google.ortools.constraintsolver.main; import java.util.logging.Logger; // [END import] /** Minimal TSP using distance matrix. */ public class TspCities { static { System.loadLibrary("jniortools"); } private static final Logger logger = Logger.getLogger(TspCities.class.getName()); // [START data_model] static class DataModel { public final long[][] distanceMatrix = { {0, 2451, 713, 1018, 1631, 1374, 2408, 213, 2571, 875, 1420, 2145, 1972}, {2451, 0, 1745, 1524, 831, 1240, 959, 2596, 403, 1589, 1374, 357, 579}, {713, 1745, 0, 355, 920, 803, 1737, 851, 1858, 262, 940, 1453, 1260}, {1018, 1524, 355, 0, 700, 862, 1395, 1123, 1584, 466, 1056, 1280, 987}, {1631, 831, 920, 700, 0, 663, 1021, 1769, 949, 796, 879, 586, 371}, {1374, 1240, 803, 862, 663, 0, 1681, 1551, 1765, 547, 225, 887, 999}, {2408, 959, 1737, 1395, 1021, 1681, 0, 2493, 678, 1724, 1891, 1114, 701}, {213, 2596, 851, 1123, 1769, 1551, 2493, 0, 2699, 1038, 1605, 2300, 2099}, {2571, 403, 1858, 1584, 949, 1765, 678, 2699, 0, 1744, 1645, 653, 600}, {875, 1589, 262, 466, 796, 547, 1724, 1038, 1744, 0, 679, 1272, 1162}, {1420, 1374, 940, 1056, 879, 225, 1891, 1605, 1645, 679, 0, 1017, 1200}, {2145, 357, 1453, 1280, 586, 887, 1114, 2300, 653, 1272, 1017, 0, 504}, {1972, 579, 1260, 987, 371, 999, 701, 2099, 600, 1162, 1200, 504, 0}, }; public final int vehicleNumber = 1; public final int depot = 0; } // [END data_model] // [START solution_printer] /// @brief Print the solution. static void printSolution( RoutingModel routing, RoutingIndexManager manager, Assignment solution) { // Solution cost. logger.info("Objective: " + solution.objectiveValue() + "miles"); // Inspect solution. logger.info("Route:"); long routeDistance = 0; String route = ""; long index = routing.start(0); while (!routing.isEnd(index)) { route += manager.indexToNode(index) + " -> "; long previousIndex = index; index = solution.value(routing.nextVar(index)); routeDistance += routing.getArcCostForVehicle(previousIndex, index, 0); } route += manager.indexToNode(routing.end(0)); logger.info(route); logger.info("Route distance: " + routeDistance + "miles"); } // [END solution_printer] public static void main(String[] args) throws Exception { // Instantiate the data problem. // [START data] final DataModel data = new DataModel(); // [END data] // Create Routing Index Manager // [START index_manager] RoutingIndexManager manager = new RoutingIndexManager(data.distanceMatrix.length, data.vehicleNumber, data.depot); // [END index_manager] // Create Routing Model. // [START routing_model] RoutingModel routing = new RoutingModel(manager); // [END routing_model] // Create and register a transit callback. // [START transit_callback] final int transitCallbackIndex = routing.registerTransitCallback((long fromIndex, long toIndex) -> { // Convert from routing variable Index to user NodeIndex. int fromNode = manager.indexToNode(fromIndex); int toNode = manager.indexToNode(toIndex); return data.distanceMatrix[fromNode][toNode]; }); // [END transit_callback] // Define cost of each arc. // [START arc_cost] routing.setArcCostEvaluatorOfAllVehicles(transitCallbackIndex); // [END arc_cost] // Setting first solution heuristic. // [START parameters] RoutingSearchParameters searchParameters = main.defaultRoutingSearchParameters() .toBuilder() .setFirstSolutionStrategy(FirstSolutionStrategy.Value.PATH_CHEAPEST_ARC) .build(); // [END parameters] // Solve the problem. // [START solve] Assignment solution = routing.solveWithParameters(searchParameters); // [END solve] // Print solution on console. // [START print_solution] printSolution(routing, manager, solution); // [END print_solution] } } // [END program]