// 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. using System; using Google.OrTools.Graph; public class CsFlow { private static void SolveMaxFlow() { Console.WriteLine("Max Flow Problem"); int numNodes = 6; int numArcs = 9; int[] tails = {0, 0, 0, 0, 1, 2, 3, 3, 4}; int[] heads = {1, 2, 3, 4, 3, 4, 4, 5, 5}; int[] capacities = {5, 8, 5, 3, 4, 5, 6, 6, 4}; int[] expectedFlows = {4, 4, 2, 0, 4, 4, 0, 6, 4}; int expectedTotalFlow = 10; MaxFlow maxFlow = new MaxFlow(); for (int i = 0; i < numArcs; ++i) { int arc = maxFlow.AddArcWithCapacity(tails[i], heads[i], capacities[i]); if (arc != i) throw new Exception("Internal error"); } int source = 0; int sink = numNodes - 1; Console.WriteLine("Solving max flow with " + numNodes + " nodes, and " + numArcs + " arcs, source=" + source + ", sink=" + sink); MaxFlow.Status solveStatus = maxFlow.Solve(source, sink); if (solveStatus == MaxFlow.Status.OPTIMAL) { long totalFlow = maxFlow.OptimalFlow(); Console.WriteLine("total computed flow " + totalFlow + ", expected = " + expectedTotalFlow); for (int i = 0; i < numArcs; ++i) { Console.WriteLine("Arc " + i + " (" + maxFlow.Head(i) + " -> " + maxFlow.Tail(i) + "), capacity = " + maxFlow.Capacity(i) + ") computed = " + maxFlow.Flow(i) + ", expected = " + expectedFlows[i]); } } else { Console.WriteLine("Solving the max flow problem failed. Solver status: " + solveStatus); } } private static void SolveMinCostFlow() { Console.WriteLine("Min Cost Flow Problem"); int numSources = 4; int numTargets = 4; int[,] costs = { {90, 75, 75, 80}, {35, 85, 55, 65}, {125, 95, 90, 105}, {45, 110, 95, 115} }; int expectedCost = 275; MinCostFlow minCostFlow = new MinCostFlow(); for (int source = 0; source < numSources; ++source) { for (int target = 0; target < numTargets; ++target) { minCostFlow.AddArcWithCapacityAndUnitCost( source, /*target=*/numSources + target, /*capacity=*/1, /*flow unit cost=*/costs[source, target]); } } for (int source = 0; source < numSources; ++source) { minCostFlow.SetNodeSupply(source, 1); } for (int target = 0; target < numTargets; ++target) { minCostFlow.SetNodeSupply(numSources + target, -1); } Console.WriteLine("Solving min cost flow with " + numSources + " sources, and " + numTargets + " targets."); MinCostFlow.Status solveStatus = minCostFlow.Solve(); if (solveStatus == MinCostFlow.Status.OPTIMAL) { Console.WriteLine("total computed flow cost = " + minCostFlow.OptimalCost() + ", expected = " + expectedCost); } else { Console.WriteLine("Solving the min cost flow problem failed." + " Solver status: " + solveStatus); } } static void Main() { SolveMaxFlow(); SolveMinCostFlow(); } }