題目
https://leetcode-cn.com/problems/minimum-path-sum/
給定一個(gè)包含非負(fù)整數(shù)的 m x n 網(wǎng)格,請(qǐng)找出一條從左上角到右下角的路徑吏垮,使得路徑上的數(shù)字總和為最小障涯。
說明:每次只能向下或者向右移動(dòng)一步。
難度:中等
思路
1.動(dòng)態(tài)規(guī)劃膳汪,開辟一個(gè)mxn的數(shù)組唯蝶,存儲(chǔ)當(dāng)前的最小值,最小值實(shí)際就是左和上兩者中小較小的加上當(dāng)前的值遗嗽。
2.由于每個(gè)用過的元素不會(huì)二次使用粘我,因此可以直接更新當(dāng)前的數(shù)組,不用新開辟痹换,可以節(jié)省內(nèi)存
解法
1.動(dòng)態(tài)規(guī)劃征字。
//leetcode submit region begin(Prohibit modification and deletion)
class minPathSumx {
public int minPathSum(int[][] grid) {
if (grid == null || grid.length == 0 || grid[0].length == 0) {
return 0;
}
int rows = grid.length, columns = grid[0].length;
int[][] dp = new int[rows][columns];
dp[0][0] = grid[0][0];
for (int i = 1; i < rows; i++) {
dp[i][0] = dp[i - 1][0] + grid[i][0];
}
for (int j = 1; j < columns; j++) {
dp[0][j] = dp[0][j - 1] + grid[0][j];
}
for (int i = 1; i < rows; i++) {
for (int j = 1; j < columns; j++) {
dp[i][j] = Math.min(dp[i - 1][j], dp[i][j - 1]) + grid[i][j];
}
}
return dp[rows - 1][columns - 1];
}
//leetcode submit region end(Prohibit modification and deletion)
2.動(dòng)態(tài)規(guī)劃都弹,不開辟dp。
//leetcode submit region begin(Prohibit modification and deletion)
class minPathSumx {
public int minPathSum(int[][] grid) {
for (int i = 0; i < rows; i++) {
for (int j = 0; j < columns; j++) {
if (0 == i && 0 == j) continue;
else if (0 == i) grid[i][j] += grid[i][j - 1];
else if (0 == j) grid[i][j] += grid[i - 1][j];
else grid[i][j] += Math.min(grid[i - 1][j], grid[i][j - 1]);
}
}
return grid[rows - 1][columns - 1];
}
//leetcode submit region end(Prohibit modification and deletion)