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LeetCode Minimum Path Sum

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.

思路:用动态规划的一种思维,申请一片辅助空间dp[m][n],dp[i][j]表示以该位置为终点的最短路径

dp[i][j]的值的决策方案:

  因为题目要求只能向左或者向右,所以dp[i][j]的取值只能来自dp[i][j-1]+arr[i][j]或者dp[i-1][j]+dp[i][j]

 

参考代码:

public class Solution {    /**     * @param grid: a list of lists of integers.     * @return: An integer, minimizes the sum of all numbers along its path     */    public int minPathSum(int[][] grid) {        if (grid == null)            return 0;        // write your code here        int[] dp = new int[grid[0].length];        dp[0] = grid[0][0];//进行了空间压缩        for (int i = 1; i < grid[0].length; i++) {            dp[i] = dp[i - 1] + grid[0][i];        }        for (int i = 1; i < grid.length; i++) {            for (int j = 0; j < grid[0].length; j++) {                if (j == 0) {                    dp[j] = dp[j] + grid[i][j];                } else {                    dp[j] = Math.min(dp[j - 1], dp[j]) + grid[i][j];                }            }        }        return dp[dp.length - 1];    }}

进阶:该题的空间复杂度还可以进行压缩

LeetCode Minimum Path Sum