// Copyright 2011 Hakan Kjellerstrand hakank@gmail.com // 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. import java.io.*; import java.util.*; import java.text.*; import com.google.ortools.constraintsolver.DecisionBuilder; import com.google.ortools.constraintsolver.IntVar; import com.google.ortools.constraintsolver.Solver; import com.google.ortools.constraintsolver.OptimizeVar; public class SetCovering2 { static { System.loadLibrary("jniortools"); } /** * * Solves a set covering problem. * See http://www.hakank.org/google_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}}; // // variables // IntVar[] x = solver.makeIntVarArray(n, 0, 1, "x"); // number of telephones, to be minimize IntVar z = solver.makeSum(x).var(); // // constraints // // ensure that all cities are covered for(int i = 0; i < num_streets; i++) { IntVar[] b = new IntVar[2]; b[0] = x[corner[i][0] - 1]; b[1] = x[corner[i][1] - 1]; solver.addConstraint( solver.makeSumGreaterOrEqual(b, 1)); } // // objective // OptimizeVar objective = solver.makeMinimize(z, 1); // // search // DecisionBuilder db = solver.makePhase(x, solver.INT_VAR_DEFAULT, solver.INT_VALUE_DEFAULT); solver.newSearch(db, objective); // // output // while (solver.nextSolution()) { System.out.println("z: " + z.value()); System.out.print("x: "); for(int i = 0; i < n; i++) { System.out.print(x[i].value() + " "); } System.out.println(); } solver.endSearch(); // Statistics System.out.println(); System.out.println("Solutions: " + solver.solutions()); System.out.println("Failures: " + solver.failures()); System.out.println("Branches: " + solver.branches()); System.out.println("Wall time: " + solver.wallTime() + "ms"); } public static void main(String[] args) throws Exception { SetCovering2.solve(); } }