// // 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 Google.OrTools.ConstraintSolver; public class DeBruijn { /** * * ToNum(solver, a, num, base) * * channelling between the array a and the number num. * */ private static Constraint ToNum(IntVar[] a, IntVar num, int bbase) { int len = a.Length; IntVar[] tmp = new IntVar[len]; for(int i = 0; i < len; i++) { tmp[i] = (a[i]*(int)Math.Pow(bbase,(len-i-1))).Var(); } return tmp.Sum() == num; } /** * * Implements "arbitrary" de Bruijn sequences. * See http://www.hakank.org/or-tools/debruijn_binary.py * */ private static void Solve(int bbase, int n, int m) { Solver solver = new Solver("DeBruijn"); // Ensure that the number of each digit in bin_code is // the same. Nice feature, but it can slow things down... bool check_same_gcc = false; // true; // // Decision variables // IntVar[] x = solver.MakeIntVarArray(m, 0, (int)Math.Pow(bbase, n) - 1, "x"); IntVar[,] binary = solver.MakeIntVarMatrix(m, n, 0, bbase - 1, "binary"); // this is the de Bruijn sequence IntVar[] bin_code = solver.MakeIntVarArray(m, 0, bbase - 1, "bin_code"); // occurences of each number in bin_code IntVar[] gcc = solver.MakeIntVarArray(bbase, 0, m, "gcc"); // for the branching IntVar[] all = new IntVar[2 * m + bbase]; for(int i = 0; i < m; i++) { all[i] = x[i]; all[m + i] = bin_code[i]; } for(int i = 0; i < bbase; i++) { all[2 * m + i] = gcc[i]; } // // Constraints // solver.Add(x.AllDifferent()); // converts x <-> binary for(int i = 0; i < m; i++) { IntVar[] t = new IntVar[n]; for(int j = 0; j < n; j++) { t[j] = binary[i,j]; } solver.Add(ToNum(t, x[i], bbase)); } // the de Bruijn condition: // the first elements in binary[i] is the same as the last // elements in binary[i-1] for(int i = 1; i < m; i++) { for(int j = 1; j < n; j++) { solver.Add(binary[i - 1,j] == binary[i,j - 1]); } } // ... and around the corner for(int j = 1; j < n; j++) { solver.Add(binary[m - 1,j] == binary[0,j - 1]); } // converts binary -> bin_code (de Bruijn sequence) for(int i = 0; i < m; i++) { solver.Add(bin_code[i] == binary[i,0]); } // extra: ensure that all the numbers in the de Bruijn sequence // (bin_code) has the same occurrences (if check_same_gcc is True // and mathematically possible) solver.Add(bin_code.Distribute(gcc)); if (check_same_gcc && m % bbase == 0) { for(int i = 1; i < bbase; i++) { solver.Add(gcc[i] == gcc[i - 1]); } } // symmetry breaking: // the minimum value of x should be first // solver.Add(x[0] == x.Min()); // // Search // DecisionBuilder db = solver.MakePhase(all, Solver.CHOOSE_MIN_SIZE_LOWEST_MAX, Solver.ASSIGN_MIN_VALUE); solver.NewSearch(db); while (solver.NextSolution()) { Console.Write("x: "); for(int i = 0; i < m; i++) { Console.Write(x[i].Value() + " "); } Console.Write("\nde Bruijn sequence:"); for(int i = 0; i < m; i++) { Console.Write(bin_code[i].Value() + " "); } Console.Write("\ngcc: "); for(int i = 0; i < bbase; i++) { Console.Write(gcc[i].Value() + " "); } Console.WriteLine("\n"); // for debugging etc: show the full binary table /* Console.Write("binary:"); for(int i = 0; i < m; i++) { for(int j = 0; j < n; j++) { Console.Write(binary[i][j].Value() + " "); } 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(); } public static void Main(String[] args) { int bbase = 2; int n = 3; int m = 8; if (args.Length > 0) { bbase = Convert.ToInt32(args[0]); } if (args.Length > 1) { n = Convert.ToInt32(args[1]); } if (args.Length > 2) { m = Convert.ToInt32(args[2]); } Solve(bbase, n, m); } }