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Leetcode 1091. Shortest Path in

Leetcode 1091. Shortest Path in

作者: SnailTyan | 来源:发表于2021-08-25 14:55 被阅读0次

    文章作者:Tyan
    博客:noahsnail.com  |  CSDN  |  简书

    1. Description

    Shortest Path in Binary Matrix

    2. Solution

    解析:Version 1,如果起始点为1,直接返回-1,否则,使用广度优先搜索,使用grid[i][j]=1来表示访问过的点,从左上角开始,遍历满足条件的8个方向上的点,并将其坐标以及当前的长度保存到队列中,并将其值置为1,即已经访问过该点。第一次访问到右下角点时即为最短距离。

    • Version 1
    class Solution:
        def shortestPathBinaryMatrix(self, grid: List[List[int]]) -> int:
            if grid[0][0] == 1:
                return -1
            n = len(grid)
            queue = collections.deque()
            queue.append((0, 0, 1))
            while queue:
                i, j, count = queue.popleft()
                if i == n - 1 and j == n - 1:
                    return count
                count += 1
                if i > 0 and j > 0 and grid[i-1][j-1] == 0:
                    grid[i-1][j-1] = 1
                    queue.append((i-1, j-1, count))
    
                if i > 0 and grid[i-1][j] == 0:
                    grid[i-1][j] = 1
                    queue.append((i-1, j, count))
    
                if i > 0 and j < n-1 and grid[i-1][j+1] == 0:
                    grid[i-1][j+1] = 1
                    queue.append((i-1, j+1, count))
    
                if j > 0 and grid[i][j-1] == 0:
                    grid[i][j-1] = 1
                    queue.append((i, j-1, count))
    
                if j < n-1 and grid[i][j+1] == 0:
                    grid[i][j+1] = 1
                    queue.append((i, j+1, count))
    
                if i < n-1 and j > 0 and grid[i+1][j-1] == 0:
                    grid[i+1][j-1] = 1
                    queue.append((i+1, j-1, count))
    
                if i < n-1 and grid[i+1][j] == 0:
                    grid[i+1][j] = 1
                    queue.append((i+1, j, count))
    
                if i < n-1 and j < n-1 and grid[i+1][j+1] == 0:
                    grid[i+1][j+1] = 1
                    queue.append((i+1, j+1, count))
    
            return -1
    

    Reference

    1. https://leetcode.com/problems/shortest-path-in-binary-matrix/

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