// Copyright 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. #include "ortools/graph/min_cost_flow.h" #include "ortools/base/logging.h" namespace operations_research { struct Arc { std::pair nodes; FlowQuantity capacity; FlowQuantity unit_cost; }; void SolveMinCostFlow() { // Define supply of each node. const std::vector> supplies = { {0, 20}, {1, 0}, {2, 0}, {3, -5}, {4, -15}}; // Define each arc // Can't use std::tuple // Initialization list is not working on std:tuple cf. N4387 // Arc are stored as {{begin_node, end_node}, capacity} const std::vector arcs = { {{0, 1}, 15, 4}, {{0, 2}, 8, 4}, {{1, 2}, 20, 2}, {{1, 3}, 4, 2}, {{1, 4}, 10, 6}, {{2, 3}, 15, 1}, {{2, 4}, 4, 3}, {{3, 4}, 20, 2}, {{4, 2}, 5, 3}}; StarGraph graph(supplies.size(), arcs.size()); MinCostFlow min_cost_flow(&graph); for (const auto &it : arcs) { ArcIndex arc = graph.AddArc(it.nodes.first, it.nodes.second); min_cost_flow.SetArcCapacity(arc, it.capacity); min_cost_flow.SetArcUnitCost(arc, it.unit_cost); } for (const auto &it : supplies) { min_cost_flow.SetNodeSupply(it.first, it.second); } LOG(INFO) << "Solving min cost flow with: " << graph.num_nodes() << " nodes, and " << graph.num_arcs() << " arcs."; // Find the maximum flow between node 0 and node 4. min_cost_flow.Solve(); if (MinCostFlow::OPTIMAL != min_cost_flow.status()) { LOG(FATAL) << "Solving the max flow is not optimal!"; } FlowQuantity total_flow_cost = min_cost_flow.GetOptimalCost(); LOG(INFO) << "Minimum cost flow: " << total_flow_cost; LOG(INFO) << ""; LOG(INFO) << "Arc : Flow / Capacity / Cost"; for (int i = 0; i < arcs.size(); ++i) { LOG(INFO) << graph.Tail(i) << " -> " << graph.Head(i) << ": " << min_cost_flow.Flow(i) << " / " << min_cost_flow.Capacity(i) << " / " << min_cost_flow.UnitCost(i); } } } // namespace operations_research int main(int argc, char **argv) { google::InitGoogleLogging(argv[0]); FLAGS_logtostderr = 1; operations_research::SolveMinCostFlow(); return EXIT_SUCCESS; }