// 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] #include #include "ortools/constraint_solver/routing.h" #include "ortools/constraint_solver/routing_enums.pb.h" #include "ortools/constraint_solver/routing_index_manager.h" #include "ortools/constraint_solver/routing_parameters.h" // [END import] namespace operations_research { // [START data_model] struct DataModel { const std::vector> distance_matrix{ {0, 548, 776, 696, 582, 274, 502, 194, 308, 194, 536, 502, 388, 354, 468, 776, 662}, {548, 0, 684, 308, 194, 502, 730, 354, 696, 742, 1084, 594, 480, 674, 1016, 868, 1210}, {776, 684, 0, 992, 878, 502, 274, 810, 468, 742, 400, 1278, 1164, 1130, 788, 1552, 754}, {696, 308, 992, 0, 114, 650, 878, 502, 844, 890, 1232, 514, 628, 822, 1164, 560, 1358}, {582, 194, 878, 114, 0, 536, 764, 388, 730, 776, 1118, 400, 514, 708, 1050, 674, 1244}, {274, 502, 502, 650, 536, 0, 228, 308, 194, 240, 582, 776, 662, 628, 514, 1050, 708}, {502, 730, 274, 878, 764, 228, 0, 536, 194, 468, 354, 1004, 890, 856, 514, 1278, 480}, {194, 354, 810, 502, 388, 308, 536, 0, 342, 388, 730, 468, 354, 320, 662, 742, 856}, {308, 696, 468, 844, 730, 194, 194, 342, 0, 274, 388, 810, 696, 662, 320, 1084, 514}, {194, 742, 742, 890, 776, 240, 468, 388, 274, 0, 342, 536, 422, 388, 274, 810, 468}, {536, 1084, 400, 1232, 1118, 582, 354, 730, 388, 342, 0, 878, 764, 730, 388, 1152, 354}, {502, 594, 1278, 514, 400, 776, 1004, 468, 810, 536, 878, 0, 114, 308, 650, 274, 844}, {388, 480, 1164, 628, 514, 662, 890, 354, 696, 422, 764, 114, 0, 194, 536, 388, 730}, {354, 674, 1130, 822, 708, 628, 856, 320, 662, 388, 730, 308, 194, 0, 342, 422, 536}, {468, 1016, 788, 1164, 1050, 514, 514, 662, 320, 274, 388, 650, 536, 342, 0, 764, 194}, {776, 868, 1552, 560, 674, 1050, 1278, 742, 1084, 810, 1152, 274, 388, 422, 764, 0, 798}, {662, 1210, 754, 1358, 1244, 708, 480, 856, 514, 468, 354, 844, 730, 536, 194, 798, 0}, }; const int num_vehicles = 4; const RoutingIndexManager::NodeIndex depot{0}; }; // [END data_model] // [START solution_printer] //! @brief Print the solution. //! @param[in] data Data of the problem. //! @param[in] manager Index manager used. //! @param[in] routing Routing solver used. //! @param[in] solution Solution found by the solver. void PrintSolution(const DataModel& data, const RoutingIndexManager& manager, const RoutingModel& routing, const Assignment& solution) { LOG(INFO) << "Objective: " << solution.ObjectiveValue(); int64 total_distance{0}; for (int vehicle_id = 0; vehicle_id < data.num_vehicles; ++vehicle_id) { int64 index = routing.Start(vehicle_id); LOG(INFO) << "Route for Vehicle " << vehicle_id << ":"; int64 distance{0}; std::stringstream route; while (routing.IsEnd(index) == false) { route << manager.IndexToNode(index).value() << " -> "; int64 previous_index = index; index = solution.Value(routing.NextVar(index)); distance += routing.GetArcCostForVehicle(previous_index, index, int64{vehicle_id}); } LOG(INFO) << route.str() << manager.IndexToNode(index).value(); LOG(INFO) << "Distance of the route: " << distance << "m"; total_distance += distance; } LOG(INFO) << "Total distance of all routes: " << total_distance << "m"; LOG(INFO) << ""; LOG(INFO) << "Advanced usage:"; LOG(INFO) << "Problem solved in " << routing.solver()->wall_time() << "ms"; } // [END solution_printer] void Vrp() { // Instantiate the data problem. // [START data] DataModel data; // [END data] // Create Routing Index Manager // [START index_manager] RoutingIndexManager manager(data.distance_matrix.size(), data.num_vehicles, data.depot); // [END index_manager] // Create Routing Model. // [START routing_model] RoutingModel routing(manager); // [END routing_model] // Create and register a transit callback. // [START transit_callback] const int transit_callback_index = routing.RegisterTransitCallback( [&data, &manager](int64 from_index, int64 to_index) -> int64 { // Convert from routing variable Index to distance matrix NodeIndex. auto from_node = manager.IndexToNode(from_index).value(); auto to_node = manager.IndexToNode(to_index).value(); return data.distance_matrix[from_node][to_node]; }); // [END transit_callback] // Define cost of each arc. // [START arc_cost] routing.SetArcCostEvaluatorOfAllVehicles(transit_callback_index); // [END arc_cost] // Setting first solution heuristic. // [START parameters] RoutingSearchParameters searchParameters = DefaultRoutingSearchParameters(); searchParameters.set_first_solution_strategy( FirstSolutionStrategy::PATH_CHEAPEST_ARC); // [END parameters] // Solve the problem. // [START solve] const Assignment* solution = routing.SolveWithParameters(searchParameters); // [END solve] // Print solution on console. // [START print_solution] PrintSolution(data, manager, routing, *solution); // [END print_solution] } } // namespace operations_research int main(int argc, char** argv) { operations_research::Vrp(); return EXIT_SUCCESS; } // [END program]