// // 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.Linq; using System.Text.RegularExpressions; using Google.OrTools.ConstraintSolver; public class SetCovering { /** * * Solves a set covering problem. * See See http://www.hakank.org/or-tools/set_covering.py * */ private static void Solve() { Solver solver = new Solver("SetCovering"); // // data // // Placing of firestations, from Winston 'Operations Research', // page 486. int min_distance = 15; int num_cities = 6; int[,] distance = {{ 0,10,20,30,30,20}, {10, 0,25,35,20,10}, {20,25, 0,15,30,20}, {30,35,15, 0,15,25}, {30,20,30,15, 0,14}, {20,10,20,25,14, 0}}; // // Decision variables // IntVar[] x = solver.MakeIntVarArray(num_cities, 0, 1, "x"); IntVar z = x.Sum().Var(); // // Constraints // // ensure that all cities are covered for(int i = 0; i < num_cities; i++) { IntVar[] b = (from j in Enumerable.Range(0, num_cities) where distance[i,j] <= min_distance select x[j]).ToArray(); solver.Add(b.Sum() >= 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 < num_cities; 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(); } }