Triangle
lc 120 Given a triangle, find the minimum path sum from top to bottom. Each step you may move to adjacent numbers on the row below.
For example, given the following triangle
[
[2],
[3,4],
[6,5,7],
[4,1,8,3]
]
The minimum path sum from top to bottom is 11 (i.e., 2 + 3 + 5 + 1 = 11).
题解:
一道动态规划的经典题目。需要自底向上求解。
递推公式是: dp[i][j] = dp[i+1][j] + dp[i+1][j+1] ,当前这个点的最小值,由他下面那一行临近的2个点的最小值与当前点的值相加得到。
由于是三角形,且历史数据只在计算最小值时应用一次,所以无需建立二维数组,每次更新1维数组值,最后那个值里存的就是最终结果。
public int minimumTotal(List<List<Integer>> triangle) {
if(triangle.size()==1)
return triangle.get(0).get(0);
int[] dp = new int[triangle.size()];
//initial by last row
for (int i = 0; i < triangle.get(triangle.size() - 1).size(); i++) {
dp[i] = triangle.get(triangle.size() - 1).get(i);
}
// iterate from last second row
for (int i = triangle.size() - 2; i >= 0; i--) {
for (int j = 0; j < triangle.get(i).size(); j++) {
dp[j] = Math.min(dp[j], dp[j + 1]) + triangle.get(i).get(j);
}
}
return dp[0];
}