// 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. #include "ortools/base/commandlineflags.h" #include "ortools/base/logging.h" #include "ortools/graph/ebert_graph.h" #include "ortools/graph/linear_assignment.h" namespace operations_research { // Test assignment on a 4x4 matrix. Example taken from // http://www.ee.oulu.fi/~mpa/matreng/eem1_2-1.htm with kCost[0][1] // modified so the optimum solution is unique. void AssignmentOn4x4Matrix() { LOG(INFO) << "Assignment on 4x4 Matrix"; const int kNumSources = 4; const int kNumTargets = 4; const CostValue kCost[kNumSources][kNumTargets] = {{90, 76, 75, 80}, {35, 85, 55, 65}, {125, 95, 90, 105}, {45, 110, 95, 115}}; const CostValue kExpectedCost = kCost[0][3] + kCost[1][2] + kCost[2][1] + kCost[3][0]; ForwardStarGraph graph(kNumSources + kNumTargets, kNumSources * kNumTargets); LinearSumAssignment assignment(graph, kNumSources); for (NodeIndex source = 0; source < kNumSources; ++source) { for (NodeIndex target = 0; target < kNumTargets; ++target) { ArcIndex arc = graph.AddArc(source, kNumSources + target); assignment.SetArcCost(arc, kCost[source][target]); } } CHECK(assignment.ComputeAssignment()); CostValue total_cost = assignment.GetCost(); CHECK_EQ(kExpectedCost, total_cost); } void AnotherAssignment() { LOG(INFO) << "Another assignment on 4x4 matrix"; std::vector> matrice( {{8, 7, 9, 9}, {5, 2, 7, 8}, {6, 1, 4, 9}, {2, 3, 2, 6}}); const int kSize = matrice.size(); ForwardStarGraph graph(2 * kSize, kSize * kSize); LinearSumAssignment assignement(graph, kSize); for (int i = 0; i < kSize; ++i) { CHECK_EQ(kSize, matrice[i].size()); for (int j = 0; j < kSize; ++j) { int arcIndex = graph.AddArc(i, j + kSize); assignement.SetArcCost(arcIndex, matrice[i][j]); } } assignement.ComputeAssignment(); LOG(INFO) << "Cost : " << assignement.GetCost(); } } // namespace operations_research int main(int argc, char** argv) { gflags::ParseCommandLineFlags(&argc, &argv, true); operations_research::AssignmentOn4x4Matrix(); operations_research::AnotherAssignment(); return EXIT_SUCCESS; }