Minimum Path Sum - Easy O(m*n)
Problem Statement:
Given a m x n
grid
filled with non-negative numbers, find a path from top left to bottom right, which minimizes the sum of all numbers along its path.
Note: You can only move either down or right at any point in time.
Example 1:
Input: grid = [[1,3,1],[1,5,1],[4,2,1]] Output: 7 Explanation: Because the path 1 → 3 → 1 → 1 → 1 minimizes the sum.
Example 2:
Input: grid = [[1,2,3],[4,5,6]] Output: 12
Constraints:
m == grid.length
n == grid[i].length
1 <= m, n <= 200
0 <= grid[i][j] <= 100
Solution:
The top row and leftmost column can simply be computed. After that for any node, the answer can be either its upward neighbor + node value or its leftward neighbor + node value;
class Solution {
public:
int minPathSum(vector<vector<int>>& grid)
{
int m=grid.size(), n=grid[0].size();
vector<vector<int>> sumgrid(m, vector<int>(n,0));
sumgrid[0][0] = grid[0][0];
for (int i=1; i<m; i++)
sumgrid[i][0] = sumgrid[i-1][0] + grid[i][0];
for (int j=1; j<n; j++)
sumgrid[0][j] = sumgrid[0][j-1] + grid[0][j];
for (int i=1; i<m; i++)
for (int j=1; j<n; j++)
sumgrid[i][j] = min(sumgrid[i-1][j],sumgrid[i][j-1]) + grid[i][j];
return sumgrid[m-1][n-1];
}
};