Question

N-Queens Problem: My Code Doesn't Work With n = 5, Sometimes Other n Too...

Asked by: suprslackr

I have an n sized int array containing a permutation of 0...n. I use this to conceptualize an nXn chessboard, using the array index i for the rows of the board, and array[i] as the columns. So for a permutation of n = 4, I have, say, (2,1,0,3) , giving me a board with queens at (0,2),(1,1),(2,0),(3,3). This ensures that no two rows have a queen in the same column. I then call optimize() on this permutation, which checks whether there are attacks on the board (totalAttacks()). This total includes attack for queens a and b, for a to b and b to a, so a pair of attacking queens adds 2 to the count. numAttacks(int i) counts all attacks by the queen in the ith row, not including itself. swap(int i, int j) simply swaps the two elements at the given indices. so swap(0, 1) on the given permutation above gives me (1,2,0,3). fill() gives a new permutation if the current permutation cannot be optimized in this way. Below is the code for the optimize() method. It works pretty well for n < 15, but occasioinally hangs for n > 12, and always hangs for n = 5. Why does it hang for n = 5, why does it sometimes hang for other n, and what can I change to get this to work for n = 5 and larger (maybe up to n = 20)? Thanks in advance for your help -supr
        public void optimize() {
                int iathen, ianow, jathen, janow;
                while(totalAttacks() != 0) {
                        for(int i = 0; i < n; i++) {
                                for(int j = i + 1; j < n; j++) {
                                        iathen = numAttacks(i);
                                        jathen = numAttacks(j);
                                        if(iathen != 0 && jathen != 0) {
                                                swap(i, j);
                                                ianow = numAttacks(i);
                                                janow = numAttacks(j);
                                                if(iathen < ianow && jathen < janow)
                                                        swap(i, j);
                                                }

                                        }
                                if(i == n - 1)
                                        fill();
                                }
                        }
                }

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Asked On
2005-02-22 at 17:57:50ID21325259
Topic

Java Programming Language

Participating Experts
1
Points
500
Comments
8

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Answers

 

by: objectsPosted on 2005-02-22 at 18:13:59ID: 13378209

add some println() statement in your loop, they should give you a clue to why it it hanging,

 

by: objectsPosted on 2005-02-22 at 18:15:09ID: 13378214

> while(totalAttacks() != 0) {

if totalAttacks is never 0 then it would hang, perhaps you need an additional exit condition here

 

by: suprslackrPosted on 2005-02-22 at 18:26:39ID: 13378274

objects -
I see what you mean, but I'm not sure what I might use as an exit condition besides that one. When have I exhausted all possible permutations? Plus it doesn't  explain why n = 5 doesn't return (0,2,4,1,3), which has totalAttacks = 0.

 

by: suprslackrPosted on 2005-02-22 at 18:29:16ID: 13378286

The more I test this code, the more I'm convinced that n > 12 do eventually find an answer, it just takes a really long time. So I'm revising my question: Why can't this code find an acceptable permutation for n = 5? And, is there anything I can do with this algorithm to speed it up for larger n? Thanks -supr

 

by: objectsPosted on 2005-02-22 at 18:32:18ID: 13378298

> Plus it doesn't  explain why n = 5 doesn't return (0,2,4,1,3), which has totalAttacks = 0.

have you verified totalAttacks() does return 0 for this case?
If you have then you need to check why that case is never reached.

 

by: suprslackrPosted on 2005-02-22 at 18:50:26ID: 13378384

objects-
I had never tried it with an explicit permutation, until now. I just checked it with permutation (0,2,4,1,3), and I get totalAttacks = 0, before I call optimize(). It does return the original permutation as the optimized one, so it is halting at totalAttacks = 0. But if I call it on a random permutation of n = 5, it still never halts. I'm going to include the whole Chessboard.java program, and the driver program, which may help you figure out whatever check I'm not making that keeps me in the while loop in optimize(). Thanks so far objects, I think we're gonna figure this baby out any time now. -supr

NQueens.java:

import java.io.*;

public class NQueens {
        public static void main(String args []) throws IOException {
                BufferedReader input = new BufferedReader(new InputStreamReader(System.in));
                while(true) {
                        System.out.print("Enter n, or zero to quit: ");
                        int n = Integer.parseInt(input.readLine());
                        if(n == 0)
                                System.exit(0);
                        Chessboard cb = new Chessboard(n);
                        cb.displayPerm();
                        for(int i = 0; i < n; i++)
                                System.out.print(cb.numAttacks(i) + " ");
                        System.out.println();
                        System.out.println(cb.totalAttacks());
                        cb.displayBoard();
                        cb.optimize();
                        System.out.println(cb.totalAttacks());
                        cb.displayPerm();
                        cb.displayBoard();
                        }
                }
        }



Chessboard.java:

public class Chessboard {
        static int [] board;
        static int n;

        public Chessboard(int size) {
                n = size;
                board = new int[n];
                fill();
                }

        public void usePerm(int a, int b, int c, int d, int e) {
                board[0] = a;
                board[1] = b;
                board[2] = c;
                board[3] = d;
                board[4] = e;
                }

        private void fill() {
                for(int i = 0; i < n; i++)
                        board[i] = i;

                for(int j = 0; j < n; j++)
                        swap(j, (int)(Math.random() * j));
                }

        private void swap(int a, int b) {
                int temp = board[b];
                board[b] = a;
                board[a] = temp;
                }

        public void displayPerm() {
                for(int i = 0; i < n; i++)
                        System.out.print(board[i] + " ");
                System.out.println();
                }

        public void displayBoard() {
                String line = "";
                for(int i = 0; i < n * 4 / 3 + 1; i++)
                        line += "---";
                line += "\n";

                for(int i = 0; i < n; i++) {
                        System.out.print("\n" + line + "| ");
                        for(int j = 0; j < n; j++)
                                if(board[i] == j)
                                        System.out.print("Q | ");
                                else
                                        System.out.print("  | ");

                        }
                System.out.println("\n" + line);
                System.out.println();

                }

        public int numAttacks(int i) {
                int attacks = 0;
                for(int j = 0; j < n; j++)
                        if(board[i]+i == board[j]+j || board[i]-i == board[j]-j)
                                attacks++;
                return --attacks;
                }

        public int totalAttacks() {
                int total = 0;

                for(int i = 0; i < n; i++)
                        total += numAttacks(i);

                return total;
                }

        public void optimize() {
                int iathen, ianow, jathen, janow;
                while(totalAttacks() != 0) {
                        for(int i = 0; i < n; i++) {
                                for(int j = i + 1; j < n; j++) {
                                        iathen = numAttacks(i);
                                        jathen = numAttacks(j);
                                        if(iathen != 0 && jathen != 0) {
                                                swap(i, j);
                                                ianow = numAttacks(i);
                                                janow = numAttacks(j);
                                                if(iathen < ianow && jathen < janow)
                                                        swap(i, j);
                                                }

                                        }
                                if(i == n - 1)
                                        fill();
                                }
                        }
                }

        }

 

by: suprslackrPosted on 2005-02-22 at 19:07:03ID: 13378451

Uh, I've just been printing out swaps and refills (new permutations), and I'm discovering that my swaps aren't doing anything, I'm just eventually refilling with the solution permutation. So, basically, my algorithm doesn't work at all, it simply halts when it randomly hits the right one. If anyone can help me figure out what it's doing wrong, I'd appreciate it -supr

 

by: objectsPosted on 2005-02-22 at 19:27:36ID: 13378543

>    board[b] = a;

that should be:

   board[b] = board[a];

20120131-EE-VQP-002

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