leetcode62 Unique Paths

Posted 2021-03-10 yawenw

 1 """
 2 A robot is located at the top-left corner of a m x n grid (marked ‘Start‘ in the diagram below).
 3 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).
 4 How many possible unique paths are there?
 5 Above is a 7 x 3 grid. How many possible unique paths are there?
 6 Note: m and n will be at most 100.
 7 Example 1:
 8 Input: m = 3, n = 2
 9 Output: 3
10 Explanation:
11 From the top-left corner, there are a total of 3 ways to reach the bottom-right corner:
12 1. Right -> Right -> Down
13 2. Right -> Down -> Right
14 3. Down -> Right -> Right
15 Example 2:
16 Input: m = 7, n = 3
17 Output: 28
18 """
19 """
20 看见这个题，我找了个规律，用了递归
21 但对于数据量大时 会超时
22 Time Limit Exceeded
23 Last executed input
24 23
25 12
26 -------------------------------------------------
27 以下为手动计算
28 1 1 1 1
29 1 2 3 4
30 1 3 6 10
31 paths[i, j] == paths[i-1, j] + paths[i, j-1]
32 """
33 class Solution1:
34     def uniquePaths(self, m, n):
35         if m == 1 or n == 1:
36             return 1
37         else:
38             return self.uniquePaths(m-1, n)+self.uniquePaths(m, n-1)
39 
40 """
41 解法二可以用空间换时间，建立一个二维数组
42 数组的[-1,-1]就是路径数
43 """
44 class Solution2:
45     def uniquePaths(self, m, n):
46         dp = [[1]*m for _ in range(n)]  #n行 m列的初始化为1的矩阵
47         for i in range(1, n):
48             for j in range(1, m):
49                 dp[i][j] = dp[i-1][j] + dp[i][j-1]
50         return dp[-1][-1]
51 
52 """
53 解法三用了一定数学基础
54 设向下走是1，向右走是0，
55 原问题变成m-1个0与n-1个1有多少种不同的排列，高中数学
56 思考在 （m-1）+（n-1）个位置里放m-1个0，其余n-1个位置自动为1
57 就是(m+n-2)!//((m-1)!*(n-1)!)
58 """
59 class Solution3:
60     def uniquePaths(self, m, n):
61         t = 1
62         for i in range(1, n): #！！！bug因为(1，n)实际就是(n-1)!
63             t = t * i
64         e = 1
65         for i in range(m, m+n-1):#这里是(m+n-2)!//(m-1)!
66             e = e * i
67         return e // t    #这里即为(m+n-2)!//((m-1)!*(n-1)!)