// // 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.Collections.Generic; using System.Linq; using Google.OrTools.ConstraintSolver; public class SubsetSum { public static IntVar[] subset_sum(Solver solver, int[] values, int total) { int n = values.Length; IntVar[] x = solver.MakeIntVarArray(n, 0, n, "x"); solver.Add(x.ScalProd(values) == total); return x; } /** * * Subset sum problem. * * From Katta G. Murty: 'Optimization Models for Decision Making', page 340 * http://ioe.engin.umich.edu/people/fac/books/murty/opti_model/junior-7.pdf * """ * Example 7.8.1 * * A bank van had several bags of coins, each containing either * 16, 17, 23, 24, 39, or 40 coins. While the van was parked on the * street, thieves stole some bags. A total of 100 coins were lost. * It is required to find how many bags were stolen. * """ * * Also see http://www.hakank.org/or-tools/subset_sum.py * */ private static void Solve(int[] coins, int total) { Solver solver = new Solver("SubsetSum"); int n = coins.Length; Console.Write("Coins: "); for(int i = 0; i < n; i++) { Console.Write(coins[i] + " "); } Console.WriteLine("\nTotal: {0}", total); // // Variables // // number of coins IntVar s = solver.MakeIntVar(0, coins.Sum(), "s"); // // Constraints // IntVar[] x = subset_sum(solver, coins, total); solver.Add(x.Sum() == s); // // Search // DecisionBuilder db = solver.MakePhase(x, Solver.CHOOSE_FIRST_UNBOUND, Solver.ASSIGN_MIN_VALUE); solver.NewSearch(db); while (solver.NextSolution()) { Console.Write("x: "); for(int i = 0; i < n; i++) { Console.Write(x[i].Value() + " "); } Console.WriteLine(" s: {0}", s.Value()); } 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) { int[] coins = {16, 17, 23, 24, 39, 40}; int total = 100; if (args.Length > 0) { total = Convert.ToInt32(args[0]); } Solve(coins, total); } }