// // 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 DiscreteTomography { // default problem static int[] default_rowsums = {0,0,8,2,6,4,5,3,7,0,0}; static int[] default_colsums = {0,0,7,1,6,3,4,5,2,7,0,0}; static int[] rowsums2; static int[] colsums2; /** * * Discrete tomography * * Problem from http://eclipse.crosscoreop.com/examples/tomo.ecl.txt * """ * This is a little 'tomography' problem, taken from an old issue * of Scientific American. * * A matrix which contains zeroes and ones gets "x-rayed" vertically and * horizontally, giving the total number of ones in each row and column. * The problem is to reconstruct the contents of the matrix from this * information. Sample run: * * ?- go. * 0 0 7 1 6 3 4 5 2 7 0 0 * 0 * 0 * 8 * * * * * * * * * 2 * * * 6 * * * * * * * 4 * * * * * 5 * * * * * * 3 * * * * 7 * * * * * * * * 0 * 0 * * Eclipse solution by Joachim Schimpf, IC-Parc * """ * * See http://www.hakank.org/or-tools/discrete_tomography.py * */ private static void Solve(int[] rowsums, int[] colsums) { Solver solver = new Solver("DiscreteTomography"); // // Data // int r = rowsums.Length; int c = colsums.Length; Console.Write("rowsums: "); for(int i = 0; i < r; i++) { Console.Write(rowsums[i] + " "); } Console.Write("\ncolsums: "); for(int j = 0; j < c; j++) { Console.Write(colsums[j] + " "); } Console.WriteLine("\n"); // // Decision variables // IntVar[,] x = solver.MakeIntVarMatrix(r, c, 0, 1, "x"); IntVar[] x_flat = x.Flatten(); // // Constraints // // row sums for(int i = 0; i < r; i++) { var tmp = from j in Enumerable.Range(0, c) select x[i,j]; solver.Add(tmp.ToArray().Sum() == rowsums[i]); } // cols sums for(int j = 0; j < c; j++) { var tmp = from i in Enumerable.Range(0, r) select x[i,j]; solver.Add(tmp.ToArray().Sum() == colsums[j]); } // // Search // DecisionBuilder db = solver.MakePhase(x_flat, Solver.CHOOSE_FIRST_UNBOUND, Solver.ASSIGN_MIN_VALUE); solver.NewSearch(db); while (solver.NextSolution()) { for(int i = 0; i < r; i++) { for(int j = 0; j < c; j++) { Console.Write("{0} ", x[i,j].Value() == 1 ? "#" : "." ); } Console.WriteLine(); } 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(); } /** * * Reads a discrete tomography file. * File format: * # a comment which is ignored * % a comment which also is ignored * rowsums separated by [,\s] * colsums separated by [,\s] * * e.g. * """ * 0,0,8,2,6,4,5,3,7,0,0 * 0,0,7,1,6,3,4,5,2,7,0,0 * # comment * % another comment * """ * */ private static void readFile(String file) { Console.WriteLine("readFile(" + file + ")"); TextReader inr = new StreamReader(file); String str; int lineCount = 0; while ((str = inr.ReadLine()) != null && str.Length > 0) { str = str.Trim(); // ignore comments if(str.StartsWith("#") || str.StartsWith("%")) { continue; } if (lineCount == 0) { rowsums2 = ConvLine(str); } else if (lineCount == 1) { colsums2 = ConvLine(str); break; } lineCount++; } // end while inr.Close(); } // end readFile private static int[] ConvLine(String str) { String[] tmp = Regex.Split(str, "[,\\s]+"); int len = tmp.Length; int[] sums = new int[len]; for(int i = 0; i < len; i++) { sums[i] = Convert.ToInt32(tmp[i]); } return sums; } public static void Main(String[] args) { if(args.Length > 0) { readFile(args[0]); Solve(rowsums2, colsums2); } else { Solve(default_rowsums, default_colsums); } } }