// // Copyright 2012 Hakan Kjellerstrand // // 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 System.Collections; using System.IO; using System.Text.RegularExpressions; using Google.OrTools.ConstraintSolver; public class SetCovering2 { /** * * Solves a set covering problem. * See See http://www.hakank.org/or-tools/set_covering2.py * */ private static void Solve() { Solver solver = new Solver("SetCovering2"); // // data // // Example 9.1-2 from // Taha "Operations Research - An Introduction", // page 354ff. // Minimize the number of security telephones in street // corners on a campus. int n = 8; // maximum number of corners int num_streets = 11; // number of connected streets // corners of each street // Note: 1-based (handled below) int[,] corner = {{1,2}, {2,3}, {4,5}, {7,8}, {6,7}, {2,6}, {1,6}, {4,7}, {2,4}, {5,8}, {3,5}}; // // Decision variables // IntVar[] x = solver.MakeIntVarArray(n, 0, 1, "x"); // number of telephones, to be minimized IntVar z = x.Sum().Var(); // // Constraints // // ensure that all streets are covered for(int i = 0; i < num_streets; i++) { solver.Add(x[corner[i,0] - 1] + x[corner[i,1] - 1] >= 1); } // // objective // OptimizeVar objective = z.Minimize(1); // // Search // DecisionBuilder db = solver.MakePhase(x, Solver.INT_VAR_DEFAULT, Solver.INT_VALUE_DEFAULT); solver.NewSearch(db, objective); while (solver.NextSolution()) { Console.WriteLine("z: {0}", z.Value()); Console.Write("x: "); for(int i = 0; i < n; i++) { Console.Write(x[i].Value() + " "); } Console.WriteLine(); } Console.WriteLine("\nSolutions: {0}", solver.Solutions()); Console.WriteLine("WallTime: {0}ms", solver.WallTime()); Console.WriteLine("Failures: {0}", solver.Failures()); Console.WriteLine("Branches: {0} ", solver.Branches()); solver.EndSearch(); } public static void Main(String[] args) { Solve(); } }