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社区首页 >专栏 >LWC 69: 773. Sliding Puzzle

LWC 69: 773. Sliding Puzzle

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发布2019-05-26 09:17:17
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发布2019-05-26 09:17:17
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文章被收录于专栏:机器学习入门机器学习入门

版权声明:本文为博主原创文章,未经博主允许不得转载。 https://cloud.tencent.com/developer/article/1434586

LWC 69: 773. Sliding Puzzle

传送门:773. Sliding Puzzle

Problem:

On a 2x3 board, there are 5 tiles represented by the integers 1 through 5, and an empty square represented by 0. A move consists of choosing 0 and a 4-directionally adjacent number and swapping it. The state of the board is solved if and only if the board is [1,2,3,4,5,0]. Given a puzzle board, return the least number of moves required so that the state of the board is solved. If it is impossible for the state of the board to be solved, return -1.

Examples:

Input: board = [1,2,3,4,0,5] Output: 1 Explanation: Swap the 0 and the 5 in one move. Input: board = [1,2,3,5,4,0] Output: -1 Explanation: No number of moves will make the board solved. Input: board = [4,1,2,5,0,3] Output: 5 Explanation: 5 is the smallest number of moves that solves the board. An example path: After move 0: [4,1,2,5,0,3] After move 1: [4,1,2,0,5,3] After move 2: [0,1,2,4,5,3] After move 3: [1,0,2,4,5,3] After move 4: [1,2,0,4,5,3] After move 5: [1,2,3,4,5,0] Input: board = [3,2,4,1,5,0] Output: 14

Note:

  • board will be a 2 x 3 array as described above.
  • boardi will be a permutation of 0, 1, 2, 3, 4, 5.

思路:

状态数很少,BFS套路题,把[1, 2, 3,4, 5, 0]hash成字符串”123450”即可。

Java版本:

代码语言:javascript
复制
    public int slidingPuzzle(int[][] board) {
        int n = board.length;
        int m = board[0].length;
        String ter = "123450";

        Queue<int[][]> q = new ArrayDeque<>();
        Set<String> vis = new HashSet<>();
        q.offer(board);
        vis.add(hash(board));

        int turn = 0;
        int[][] dir = {{1, 0},{-1, 0},{0, 1},{0, -1}};
        while (!q.isEmpty()) {
            int size = q.size();
            for (int i = 0; i < size; ++i) {
                int[][] now = q.poll();
                if (hash(now).equals(ter)) {
                    return turn;
                }
                // find 0
                int x = -1;
                int y = -1;
                for (int k = 0; k < n; ++k) {
                    for (int l = 0; l < m; ++l) {
                        if (now[k][l] == 0) {
                            x = k;
                            y = l;
                            break;
                        }
                    }
                }

                for (int[] d : dir) {
                    int nx = d[0] + x;
                    int ny = d[1] + y;
                    if (nx >= 0 && nx < n && ny >= 0 && ny < m) {
                        int[][] aux = clone(now);
                        swap(aux, x, y, nx, ny);
                        if (!vis.contains(hash(aux))) {
                            q.offer(aux);
                            vis.add(hash(aux));
                        }

                    }
                }
            }
            turn ++;
        }
        return -1;
    }

    int[][] clone(int[][] board) {
        int n = board.length;
        int m = board[0].length;
        int[][] aux = new int[n][m];
        for (int i = 0; i < n; ++i) {
            for (int j = 0; j < m; ++j) {
                aux[i][j] = board[i][j];
            }
        }
        return aux;
    }

    String hash(int[][] board) {
        StringBuilder sb = new StringBuilder();
        int n = board.length;
        int m = board[0].length;
        for (int i = 0; i < n; ++i) {
            for (int j = 0; j < m; ++j) {
                sb.append(board[i][j]);
            }
        }
        return sb.toString();
    }

    void swap(int[][] board, int ai, int aj, int bi, int bj) {
        int tmp = board[ai][aj];
        board[ai][aj] = board[bi][bj];
        board[bi][bj] = tmp;
    }

Python版本:

代码语言:javascript
复制
class Solution(object):
    def slidingPuzzle(self, board):
        """
        :type board: List[List[int]]
        :rtype: int
        """
        seen = set()
        END = '123450'
        INIT = ''.join(map(str, board[0])) + ''.join(map(str, board[1]))
        queue = []
        seen.add(INIT)
        queue.append(INIT)
        turn = 0
        while queue:
            size = len(queue)
            for i in range(size):
                now = queue.pop(0)
                if now == END: return turn
                idx = now.index('0')
                r = idx / 3
                c = idx % 3
                for d in (1, -1):
                    for nx, ny in ((r + d, c), (r, c + d)):      
                        if nx >= 0 and nx < 2 and ny >= 0 and ny < 3:
                            nidx = nx * 3 + ny
                            nxt = list(now)
                            nxt[idx], nxt[nidx] = nxt[nidx], nxt[idx]
                            nxt = ''.join(nxt)
                            if nxt not in seen:
                                seen.add(nxt)
                                queue.append(nxt)
            turn += 1
        return -1    
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原始发表:2018年01月29日,如有侵权请联系 cloudcommunity@tencent.com 删除

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