leetcode 363. Max Sum of Rectangle No Larger Than K
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写在前面
这题被标记为hard,第一眼看到,确实很容易想到是dp,但思路之后就陷入混乱,原因就是不知道dp的状态转移方程,以及dp过程的开始和结束,本题事实上是两道题目的组合,分别是 Max Sum of Rectangle in a matrix,这道题的题解可以看这个视频(需要翻墙)
以及这道题目:max subarray sum no more than k
本题基本上是以上两种思路的组合了,具体的实现很简单。
题目描述
Given a non-empty 2D matrix matrix and an integer k, find the max sum of a rectangle in the matrix such that its sum is no larger than k.
Example:
Given matrix = [
[1, 0, 1],
[0, -2, 3]
]
k = 2
The answer is 2. Because the sum of rectangle [[0, 1], [-2, 3]] is 2 and 2 is the max number no larger than k (k = 2).
Note:
The rectangle inside the matrix must have an area > 0.
What if the number of rows is much larger than the number of columns?
解题思路
具体的思路在第一小节已经说明了,这里简单提一下第二道题目的题解,利用容器计算 sum(i,j)的技巧我们之前也多次遇到过,这种思路的题目会在后面再补充一道。
代码实现
class Solution {public: int maxSumSubmatrix(vector<vector<int>>& matrix, int k) { if(matrix.empty()) return 0; int rows = matrix.size(); int cols = matrix[0].size(); int best = INT_MIN; for(int left = 0;left<cols;++left) { vector<int> sums(rows,0); for(int right = left;right<cols;++right) { for(int i = 0;i<rows;++i) { sums[i]+= matrix[i][right]; } set<int> contain; contain.insert(0); int curr = 0; for(auto val:sums) { curr+=val; auto iter = contain.lower_bound(curr-k); if(iter!=contain.end()) best = max(best,curr-*iter); contain.insert(curr); } } } return best; }};
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