ortools-clone/examples/csharp/costas_array.cs

//
// 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 CostasArray
{

  /**
   *
   * Costas array
   * 
   * From http://mathworld.wolfram.com/CostasArray.html:
   * """
   * An order-n Costas array is a permutation on {1,...,n} such
   * that the distances in each row of the triangular difference
   * table are distinct. For example, the permutation {1,3,4,2,5}
   * has triangular difference table {2,1,-2,3}, {3,-1,1}, {1,2},
   * and {4}. Since each row contains no duplications, the permutation
   * is therefore a Costas array.
   * """
   * 
   * Also see
   * http://en.wikipedia.org/wiki/Costas_array
   * http://hakank.org/or-tools/costas_array.py
   *
   */
  private static void Solve(int n = 6)
  {

    Solver solver = new Solver("CostasArray");

    //
    // Data
    //
    Console.WriteLine("n: {0}", n);

    //
    // Decision variables
    //
    IntVar[] costas = solver.MakeIntVarArray(n, 1, n, "costas");
    IntVar[,] differences = solver.MakeIntVarMatrix(n, n, -n+1, n-1,
                                                    "differences");

    //
    // Constraints
    //
    
    // Fix the values in the lower triangle in the
    // difference matrix to -n+1. This removes variants
    // of the difference matrix for the the same Costas array.
    for(int i = 0; i < n; i++) {
      for(int j = 0; j <= i; j++ ) {
        solver.Add(differences[i,j] == -n+1);
      }
    }

    // hakank: All the following constraints are from
    // Barry O'Sullivans's original model.
    //
    solver.Add(costas.AllDifferent());


    // "How do the positions in the Costas array relate
    //  to the elements of the distance triangle."
    for(int i = 0; i < n; i++) {
      for(int j = 0; j < n; j++) {
        if (i < j) {
          solver.Add( differences[i,j] - (costas[j] - costas[j-i-1]) == 0);
        }
      }
    }


    // "All entries in a particular row of the difference
    //  triangle must be distint."
    for(int i = 0; i < n-2; i++) {
      IntVar[] tmp = (
                      from j in Enumerable.Range(0, n) 
                      where j > i
                      select differences[i,j]).ToArray();
      solver.Add(tmp.AllDifferent());

    }
    
    //
    // "All the following are redundant - only here to speed up search."
    //

    // "We can never place a 'token' in the same row as any other."
    for(int i = 0; i < n; i++) {
      for(int j = 0; j < n; j++) {
        if (i < j) {
          solver.Add(differences[i,j] != 0);
          solver.Add(differences[i,j] != 0);
        }
      }
    }

    for(int k = 2; k < n; k++) {
      for(int l = 2; l < n; l++) {
        if (k < l) {
          solver.Add(
                     (differences[k-2,l-1] + differences[k,l]) - 
                     (differences[k-1,l-1] + differences[k-1,l]) == 0
                     );
        }
      }
    }


    //
    // Search
    //
    DecisionBuilder db = solver.MakePhase(costas,
                                          Solver.CHOOSE_FIRST_UNBOUND,
                                          Solver.ASSIGN_MIN_VALUE);


    solver.NewSearch(db);

    while (solver.NextSolution()) {
      Console.Write("costas: ");
      for(int i = 0; i < n; i++) {
        Console.Write("{0} ", costas[i].Value());
      }
      Console.WriteLine("\ndifferences:");
      for(int i = 0; i < n; i++) {
        for(int j = 0; j < n; j++) {
          long v = differences[i,j].Value();
          if (v == -n+1) {
            Console.Write("   ");
          } else {
            Console.Write("{0,2} ", v);
          }
        }
        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 n = 6;

    if (args.Length > 0) {
      n = Convert.ToInt32(args[0]);
    }

    Solve(n);

  }
}