// 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 #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, 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}, }; const int num_vehicles = 1; const RoutingIndexManager::NodeIndex depot{0}; }; // [END data_model] // [START solution_printer] //! @brief Print the solution. //! @param[in] manager Index manager used. //! @param[in] routing Routing solver used. //! @param[in] solution Solution found by the solver. void PrintSolution(const RoutingIndexManager& manager, const RoutingModel& routing, const Assignment& solution) { // Inspect solution. LOG(INFO) << "Objective: " << solution.ObjectiveValue() << " miles"; int64 index = routing.Start(0); LOG(INFO) << "Route:"; 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{0}); } LOG(INFO) << route.str() << manager.IndexToNode(index).value(); LOG(INFO) << "Route distance: " << distance << "miles"; LOG(INFO) << ""; LOG(INFO) << "Advanced usage:"; LOG(INFO) << "Problem solved in " << routing.solver()->wall_time() << "ms"; } // [END solution_printer] void Tsp() { // 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] // [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(manager, routing, *solution); // [END print_solution] } } // namespace operations_research int main(int argc, char** argv) { operations_research::Tsp(); return EXIT_SUCCESS; } // [END program]