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    [原]LeetCode Surrounded Regions

    yangliuy发表于 2015-03-29 12:26:28
    love 0

    Given a 2D board containing 'X' and 'O', capture all regions surrounded by 'X'.

    A region is captured by flipping all 'O's into 'X's in that surrounded region.

    For example,

    X X X X
    X O O X
    X X O X
    X O X X
    

    After running your function, the board should be:

    X X X X
    X X X X
    X X X X
    X O X X

    思路分析:这题比较简单,主要考察搜索,基本的思路是搜索和边缘的O连通的那些O,用特殊字符#标记出来,然后遍历矩阵把O赋为X,把#赋值为O。而搜索与边缘的O连通的O的方法,可以用DFS或者BFS,尝试从边缘每一个O开始搜索。但是这题用DFS递归写法会超时,因为测试用例有一个很大的矩阵,会导致递归栈溢出。下面AC Code用的是BFS,借助于队列实现的迭代式的BFS。另外队列保存的是矩阵中的数的一维index,要注意换算方法。这个算法在图形学中称为Flood fill算法。时间复杂度为O(mn),空间复杂度为O(m+n)。


    AC Code

    public class Solution {
        //use bfs search(in an iterative manner with queue)
        public void bfs(char[][] board, int i, int j, int m, int n){
            board[i][j] = '#';
            //10:47
            //use queue to store all the adjacent node using sequcial index
            LinkedList queue = new LinkedList();
            int index = i*n + j;
            queue.add(index);
            while(!queue.isEmpty()){
                int cur = queue.poll();
                int row = cur / n;
                int col = cur % n;
                if(row+1 < m && board[row+1][col] == 'O'){
                    queue.add((row+1)*n + col);
                    board[row+1][col] = '#';
                }
                if(row-1 >= 0 && board[row-1][col] == 'O'){
                    queue.add((row-1)*n + col);
                    board[row-1][col] = '#';
                }
                if(col+1 < n && board[row][col+1] == 'O'){
                    queue.add(row*n + col + 1);
                    board[row][col+1] = '#';
                }
                if(col-1 >= 0 && board[row][col-1] == 'O'){
                    queue.add(row*n + col - 1);
                    board[row][col-1] = '#';
                }
            }
        }
        
        public void solve(char[][] board) {
            if(board == null) return;
            int m = board.length;
            if(m <= 1) return;
            int n = board[0].length;
            
            for(int i = 0; i < m; i++){
                if(board[i][0] == 'O'){
                    bfs(board, i, 0, m, n);
                }
                if(board[i][n-1] == 'O'){
                    bfs(board, i, n-1, m, n);
                }
            }
            for(int j = 0; j < n; j++){
                if(board[0][j] == 'O'){
                    bfs(board, 0, j, m, n);
                }
                if(board[m-1][j] == 'O'){
                    bfs(board, m-1, j, m, n);
                }
            }
            for(int i = 0; i < m; i++){
                for(int j = 0; j < n; j++){
                    if(board[i][j] == 'O'){
                        board[i][j] = 'X';   
                    } else if(board[i][j] == '#'){
                        board[i][j] = 'O';
                    }
                }
            }
        }
        
        //Use dfs search. If the input matrix is very large, it will stack overflow
        //So this problem should be solved by dfs in a iterative manner(with stack) or bfs in a iterative manner(with queue)
        //Could not be solved by dfs in recurcive way
        //0951
        /*public void dfs(char[][] board, int i, int j, int m, int n){
            board[i][j] = '#';
            if(i+1 < m && board[i+1][j] == 'O'){
                dfs(board, i+1, j, m, n);
            }
            if(i-1 >= 0 && board[i-1][j] == 'O'){
                dfs(board, i-1, j, m, n);
            }
            if(j+1 < n && board[i][j+1] == 'O'){
                dfs(board, i, j+1, m, n);
            }
            if(j-1 >= 0 && board[i][j-1] == 'O'){
                dfs(board, i, j-1, m, n);
            }
        }
        
        public void solve(char[][] board) {
            if(board == null) return;
            int m = board.length;
            if(m <= 1) return;
            int n = board[0].length;
            
            for(int i = 0; i < m; i++){
                if(board[i][0] == 'O'){
                    dfs(board, i, 0, m, n);
                }
                if(board[i][n-1] == 'O'){
                    dfs(board, i, n-1, m, n);
                }
            }
            for(int j = 0; j < n; j++){
                if(board[0][j] == 'O'){
                    dfs(board, 0, j, m, n);
                }
                if(board[m-1][j] == 'O'){
                    dfs(board, m-1, j, m, n);
                }
            }
            for(int i = 0; i < m; i++){
                for(int j = 0; j < n; j++){
                    if(board[i][j] == 'O'){
                        board[i][j] = 'X';   
                    } else if(board[i][j] == '#'){
                        board[i][j] = 'O';
                    }
                }
            }
        }*/
        //10:02
    }




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