TspCircuitBoard.java 8.21 KB
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// 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. */
public class TspCircuitBoard {
  static {
    System.loadLibrary("jniortools");
  }

  private static final Logger logger = Logger.getLogger(TspCircuitBoard.class.getName());

  // [START data_model]
  static class DataModel {
    public final int[][] locations = {{288, 149}, {288, 129}, {270, 133}, {256, 141}, {256, 157},
        {246, 157}, {236, 169}, {228, 169}, {228, 161}, {220, 169}, {212, 169}, {204, 169},
        {196, 169}, {188, 169}, {196, 161}, {188, 145}, {172, 145}, {164, 145}, {156, 145},
        {148, 145}, {140, 145}, {148, 169}, {164, 169}, {172, 169}, {156, 169}, {140, 169},
        {132, 169}, {124, 169}, {116, 161}, {104, 153}, {104, 161}, {104, 169}, {90, 165},
        {80, 157}, {64, 157}, {64, 165}, {56, 169}, {56, 161}, {56, 153}, {56, 145}, {56, 137},
        {56, 129}, {56, 121}, {40, 121}, {40, 129}, {40, 137}, {40, 145}, {40, 153}, {40, 161},
        {40, 169}, {32, 169}, {32, 161}, {32, 153}, {32, 145}, {32, 137}, {32, 129}, {32, 121},
        {32, 113}, {40, 113}, {56, 113}, {56, 105}, {48, 99}, {40, 99}, {32, 97}, {32, 89},
        {24, 89}, {16, 97}, {16, 109}, {8, 109}, {8, 97}, {8, 89}, {8, 81}, {8, 73}, {8, 65},
        {8, 57}, {16, 57}, {8, 49}, {8, 41}, {24, 45}, {32, 41}, {32, 49}, {32, 57}, {32, 65},
        {32, 73}, {32, 81}, {40, 83}, {40, 73}, {40, 63}, {40, 51}, {44, 43}, {44, 35}, {44, 27},
        {32, 25}, {24, 25}, {16, 25}, {16, 17}, {24, 17}, {32, 17}, {44, 11}, {56, 9}, {56, 17},
        {56, 25}, {56, 33}, {56, 41}, {64, 41}, {72, 41}, {72, 49}, {56, 49}, {48, 51}, {56, 57},
        {56, 65}, {48, 63}, {48, 73}, {56, 73}, {56, 81}, {48, 83}, {56, 89}, {56, 97}, {104, 97},
        {104, 105}, {104, 113}, {104, 121}, {104, 129}, {104, 137}, {104, 145}, {116, 145},
        {124, 145}, {132, 145}, {132, 137}, {140, 137}, {148, 137}, {156, 137}, {164, 137},
        {172, 125}, {172, 117}, {172, 109}, {172, 101}, {172, 93}, {172, 85}, {180, 85}, {180, 77},
        {180, 69}, {180, 61}, {180, 53}, {172, 53}, {172, 61}, {172, 69}, {172, 77}, {164, 81},
        {148, 85}, {124, 85}, {124, 93}, {124, 109}, {124, 125}, {124, 117}, {124, 101}, {104, 89},
        {104, 81}, {104, 73}, {104, 65}, {104, 49}, {104, 41}, {104, 33}, {104, 25}, {104, 17},
        {92, 9}, {80, 9}, {72, 9}, {64, 21}, {72, 25}, {80, 25}, {80, 25}, {80, 41}, {88, 49},
        {104, 57}, {124, 69}, {124, 77}, {132, 81}, {140, 65}, {132, 61}, {124, 61}, {124, 53},
        {124, 45}, {124, 37}, {124, 29}, {132, 21}, {124, 21}, {120, 9}, {128, 9}, {136, 9},
        {148, 9}, {162, 9}, {156, 25}, {172, 21}, {180, 21}, {180, 29}, {172, 29}, {172, 37},
        {172, 45}, {180, 45}, {180, 37}, {188, 41}, {196, 49}, {204, 57}, {212, 65}, {220, 73},
        {228, 69}, {228, 77}, {236, 77}, {236, 69}, {236, 61}, {228, 61}, {228, 53}, {236, 53},
        {236, 45}, {228, 45}, {228, 37}, {236, 37}, {236, 29}, {228, 29}, {228, 21}, {236, 21},
        {252, 21}, {260, 29}, {260, 37}, {260, 45}, {260, 53}, {260, 61}, {260, 69}, {260, 77},
        {276, 77}, {276, 69}, {276, 61}, {276, 53}, {284, 53}, {284, 61}, {284, 69}, {284, 77},
        {284, 85}, {284, 93}, {284, 101}, {288, 109}, {280, 109}, {276, 101}, {276, 93}, {276, 85},
        {268, 97}, {260, 109}, {252, 101}, {260, 93}, {260, 85}, {236, 85}, {228, 85}, {228, 93},
        {236, 93}, {236, 101}, {228, 101}, {228, 109}, {228, 117}, {228, 125}, {220, 125},
        {212, 117}, {204, 109}, {196, 101}, {188, 93}, {180, 93}, {180, 101}, {180, 109},
        {180, 117}, {180, 125}, {196, 145}, {204, 145}, {212, 145}, {220, 145}, {228, 145},
        {236, 145}, {246, 141}, {252, 125}, {260, 129}, {280, 133}};
    public final int vehicleNumber = 1;
    public final int depot = 0;
  }
  // [END data_model]

  // [START euclidean_distance]
  /// @brief Compute Euclidean distance matrix from locations array.
  /// @details It uses an array of locations and computes
  /// the Euclidean distance between any two locations.
  private static long[][] computeEuclideanDistanceMatrix(int[][] locations) {
    // Calculate distance matrix using Euclidean distance.
    long[][] distanceMatrix = new long[locations.length][locations.length];
    for (int fromNode = 0; fromNode < locations.length; ++fromNode) {
      for (int toNode = 0; toNode < locations.length; ++toNode) {
        if (fromNode == toNode) {
          distanceMatrix[fromNode][toNode] = 0;
        } else {
          distanceMatrix[fromNode][toNode] =
              (long) Math.hypot(locations[toNode][0] - locations[fromNode][0],
                  locations[toNode][1] - locations[fromNode][1]);
        }
      }
    }
    return distanceMatrix;
  }
  // [END euclidean_distance]

  // [START solution_printer]
  /// @brief Print the solution.
  static void printSolution(
      RoutingModel routing, RoutingIndexManager manager, Assignment solution) {
    // Solution cost.
    logger.info("Objective: " + solution.objectiveValue());
    // 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));
      routing.getArcCostForVehicle(previousIndex, index, 0);
    }
    route += manager.indexToNode(routing.end(0));
    logger.info(route);
    logger.info("Route distance: " + routeDistance);
  }
  // [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.locations.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 long[][] distanceMatrix = computeEuclideanDistanceMatrix(data.locations);
    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 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]