// 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] // [START import] using System; using System.Collections.Generic; using Google.OrTools.ConstraintSolver; // [END import] /// /// Minimal TSP using distance matrix. /// public class TspCities { // [START data_model] class DataModel { public 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 int VehicleNumber = 1; public int Depot = 0; }; // [END data_model] // [START solution_printer] /// /// Print the solution. /// static void PrintSolution( in RoutingModel routing, in RoutingIndexManager manager, in Assignment solution) { Console.WriteLine("Objective: {0} miles", solution.ObjectiveValue()); // Inspect solution. Console.WriteLine("Route:"); long routeDistance = 0; var index = routing.Start(0); while (routing.IsEnd(index) == false) { Console.Write("{0} -> ", manager.IndexToNode((int)index)); var previousIndex = index; index = solution.Value(routing.NextVar(index)); routeDistance += routing.GetArcCostForVehicle(previousIndex, index, 0); } Console.WriteLine("{0}", manager.IndexToNode((int)index)); Console.WriteLine("Route distance: {0}miles", routeDistance); } // [END solution_printer] public static void Main(String[] args) { // Instantiate the data problem. // [START data] DataModel data = new DataModel(); // [END data] // Create Routing Index Manager // [START index_manager] RoutingIndexManager manager = new RoutingIndexManager( data.DistanceMatrix.GetLength(0), data.VehicleNumber, data.Depot); // [END index_manager] // Create Routing Model. // [START routing_model] RoutingModel routing = new RoutingModel(manager); // [END routing_model] // [START transit_callback] int transitCallbackIndex = routing.RegisterTransitCallback( (long fromIndex, long toIndex) => { // Convert from routing variable Index to distance matrix NodeIndex. var fromNode = manager.IndexToNode(fromIndex); var 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 = operations_research_constraint_solver.DefaultRoutingSearchParameters(); searchParameters.FirstSolutionStrategy = FirstSolutionStrategy.Types.Value.PathCheapestArc; // [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]