题解 | #矩阵的最小路径和#
矩阵的最小路径和
https://www.nowcoder.com/practice/7d21b6be4c6b429bb92d219341c4f8bb
题解:动态规划
寻找最短路径,由于只能往左或者往右运动,那么只要每次取往左或者往右走的最小值即可:
dp[i][j] = min(dp[i-1][j]+matrix[i][j], dp[i][j-1]+matrix[i][j])
class Solution:
def minPathSum(self , matrix: List[List[int]]) -> int:
# write code here
row = len(matrix)
col = len(matrix[0])
dp = [[0]*col for i in range(row)] #辅助矩阵
dp[0][0] = matrix[0][0]
for i in range(1,row):
dp[i][0] = dp[i-1][0]+matrix[i][0]#沿着第一列走需要的路程
for i in range(1,col):
dp[0][i] = dp[0][i-1] + matrix[0][i]#沿着第一行走需要的路程
for i in range(1,row):
for j in range(1,col):
dp[i][j] = min(dp[i-1][j]+matrix[i][j],dp[i][j-1]+matrix[i][j])
return dp[row-1][col-1]