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62. Unique Paths

62. Unique Paths

作者: 葡萄肉多 | 来源:发表于2019-10-31 21:38 被阅读0次

    A robot is located at the top-left corner of a m x n grid (marked 'Start' in the diagram below).

    The robot can only move either down or right at any point in time. The robot is trying to reach the bottom-right corner of the grid (marked 'Finish' in the diagram below).

    How many possible unique paths are there?

    Above is a 7 x 3 grid. How many possible unique paths are there?

    Note: m and n will be at most 100.

    Example 1:

    Input: m = 3, n = 2
    Output: 3
    Explanation:
    From the top-left corner, there are a total of 3 ways to reach the bottom-right corner:
    1. Right -> Right -> Down
    2. Right -> Down -> Right
    3. Down -> Right -> Right

    Example 2:

    Input: m = 7, n = 3
    Output: 28

    题意

    机器人走m * n的格子,只能向右或者向下,从左上角走到右下角,共有多少种走法。

    思路

    动态规划,最右下角只能从它的上面或者左边到达,所以状态方程为:
    dp[i][j] = dp[i-1][j] + dp[i][j-1]

    边界:m为1, 或者 n 为1时,只有一种情况。

    代码

    class Solution:
        def uniquePaths(self, m: int, n: int) -> int:
            if m == 1 or n == 1:
                return 1
    
            dp = [[1] * n for _ in range(m)]
            for i in range(1, m):
                for j in range(1, n):
                    dp[i][j] = dp[i - 1][j] + dp[i][j - 1]
            return dp[m - 1][n - 1]
    

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