Logo Questions Linux Laravel Mysql Ubuntu Git Menu
 

Eight Queens Heuristic

I am developing a heuristic to place 8 queens on 8x8 chessboard. each square has its own elimination number (to indicate how many squares of an empty chessboard are “eliminated” if a queen is placed in that square.) and the each queen should be placed in the square which has the lowest elimination number.

my problem is that I don't know what to do to keep decreasing specific elimination numbers of their appropriate squares, so I'll be thankful if you helped me with that. another problem, I feel that my code is very complicated, so any notes to make it more simple?

here's my code

public class Queen {
private final int SIZE = 8;
private int board[][] = new int[SIZE][SIZE]; // 8x8 board
private int hor[] = new int[SIZE]; // horizontal moves
private int ver[] = new int[SIZE]; // vertical moves
private int lowestValue = 22;
private int[][] queens = new int[SIZE][2]; // 8 queens 

public Queen () {
    // initialize each square with its own elimination number
    for (int row = 0; row < board.length; row++) {
        for (int col = 0; col < board[row].length; col++) {
            if (row == 0 || row == 7 || ((row >= 1 && row <= 6) && (col == 0 || col == 7))) {
                board[row][col] = 22;
            } 
            else if ((row == 1 || row == 6) && (col >= 1 && col <= 6) || (row > 1 && row < 6) && (col == 1 || col == 6)) {
                board[row][col] = 24;
            }
            else if ((row == 2 || row == 5) && (col >= 2 && col <= 5)|| (row > 2 && row < 5) && (col == 2 || col == 5)){
                board[row][col] = 26;
            }
            else if ((row == 3 || row == 4) && (col >= 3 && col <= 4)){
                board[row][col] = 28;
            }

        }
    }// end initializing

    // initialize moves
    //right
    hor[0] = 1;
    ver[0] = 0;
    //left
    hor[1] = -1;
    ver[1] = 0;
    //up
    hor[2] = 0;
    ver[2] = -1;
    //down
    hor[3] = 0;
    ver[3] = 1;
    //up right
    hor[4] = 1;
    ver[4] = -1;
    hor[7] = -1;
    ver[7] = 1;
    //up left
    hor[5] = -1;
    ver[5] = -1;
    //down right
    hor[6] = 1;
    ver[6] = 1;
    // down left

    for (int queen = 0; queen < queens.length; queen++) {
        placeQueens(queen);
    }
    displayBoard();
}// end constructor

// eliminate squares according to the place of the queen
private void eliminate (int queen_row, int queen_col) {

    // eliminate diagonal
    int rowCopy = queen_row;// helper row
    int colCopy = queen_col;// helper column
    try {
        // eliminate up right
        for (int move = 0; move < 8; move++) {
            rowCopy += ver[4];
            colCopy += hor[4];
            if (board[rowCopy][colCopy] > 0) {
                board[rowCopy][colCopy] = 0;
            }
        }
    } 
    catch (ArrayIndexOutOfBoundsException e) {      
    }

    try {
        rowCopy = queen_row;
        colCopy = queen_col;
        // eliminate up left
        for (int move = 0; move < 8; move++) {
            rowCopy += ver[5];
            colCopy += hor[5];
            if (board[rowCopy][colCopy] > 0) {
            board[rowCopy][colCopy] = 0;
            }
        }
    } 
    catch (ArrayIndexOutOfBoundsException e) {
    }

    try {
        rowCopy = queen_row;
        colCopy = queen_col;
        // eliminate down right
        for (int move = 0; move < 8; move++) {
            rowCopy += ver[6];
            colCopy += hor[6];
            if (board[rowCopy][colCopy] > 0) {
            board[rowCopy][colCopy] = 0;
            }
        }
    } 
    catch (ArrayIndexOutOfBoundsException e) {
    }
    try {
        rowCopy = queen_row;
        colCopy = queen_col;
        // eliminate down left
        for (int move = 0; move < 8; move++) {
            rowCopy += ver[7];
            colCopy += hor[7];
            if (board[rowCopy][colCopy] > 0) {
            board[rowCopy][colCopy] = 0;
            }
        }
    } 
    catch (ArrayIndexOutOfBoundsException e) {
    }

    // eliminate row
    for (int col = 0; col < 8;col++) {
        if (board[queen_row][col] > 0) {
        board[queen_row][col] = 0;
        }
    }
    // eliminate col
    for (int row = 0; row < 8; row++) {
        if (board[row][queen_col] > 0) {
        board[row][queen_col] = 0;
        }
    }

}// end elimination

// decrease elimination number of each square
public void decreaseElimination () {


}// end decrease elimination

public void countEliminated () {
    int counter = 0;
    for (int row = 0; row < board.length; row++) {
        for (int col = 0; col < board[row].length; col++) {
            if (board[row][col] == 0) {
                counter++;
            }

        }
    }
    System.out.printf("%d squares eliminated\n", counter);

}

public void placeQueens(int queenNum) {
    int targetRow;
    int targetCol;
    // find lowest elimination number
    for (int row = 0; row < board.length; row++) {
        for (int col = 0; col < board[row].length; col++) {
            if (board[row][col] > 0 && board[row][col] < lowestValue) {
                lowestValue = board[row][col];
                targetRow = row;
                targetCol = col;

                queens[queenNum][0] = targetRow;
                queens[queenNum][1] = targetCol;
            }
        }
    }

    System.out.printf("queen %d has been placed in [%d][%d]\n", queenNum + 1, queens[queenNum][0], queens[queenNum][1]);
    eliminate(queens[queenNum][0], queens[queenNum][1]);
    decreaseElimination();
    countEliminated();

}

// display board
public void displayBoard () {

    for (int row = 0; row < board.length; row++) {
        for (int col = 0; col < board[row].length; col++) {
                System.out.printf("|%2d|", board[row][col]); // display elimination number of each square
        }
        System.out.println();
    }

}// end displayBoard

}

my main method is in seperate class.

like image 636
kzidane Avatar asked Nov 04 '12 11:11

kzidane


People also ask

What is the type of algorithm used in solving the 8 queens problem?

The backtracking algorithm, in general checks all possible configurations and test whether the required result is obtained or not. For thr given problem, we will explore all possible positions the queens can be relatively placed at. The solution will be correct when the number of placed queens = 8.

How many solutions can an 8 queen problem have?

8. How many possible solutions exist for an 8-queen problem? Explanation: For an 8-queen problem, there are 92 possible combinations of optimal solutions.

Is it possible to place 8 queens on a chessboard?

The eight queens problem is the problem of placing eight queens on an 8×8 chessboard such that none of them attack one another (no two are in the same row, column, or diagonal). More generally, the n queens problem places n queens on an n×n chessboard. There are different solutions for the problem.

How can we represent the solution for 8 queen problem?

Thus, the solution for 8 -queen problem for (4, 6, 8, 2, 7, 1, 3, 5). If two queens are placed at position (i, j) and (k, l). Then they are on same diagonal only if (i - j) = k - l or i + j = k + l. The first equation implies that j - l = i - k.


1 Answers

This piece of code is inherently flawed:

for (int queen = 0; queen < queens.length; queen++) {
    placeQueens(queen);
}

You can't decide where to put queen 0 without deciding where to put queen 1 to 8 at the exact same time. You've implemented "First Fit":

First Fit

And First Fit does not result in a feasible solution as you can see in the example above. More info in this manual (including algorithms that do work).

Here's an algorithm that does work (but scales horribly): Backtracking

like image 186
Geoffrey De Smet Avatar answered Oct 04 '22 11:10

Geoffrey De Smet