|
| 1 | +--- |
| 2 | +title: 3070.元素和小于等于 k 的子矩阵的数目:原地修改(前缀和思想) |
| 3 | +date: 2026-03-18 22:20:44 |
| 4 | +tags: [题解, LeetCode, 中等, 数组, 矩阵, 前缀和] |
| 5 | +categories: [题解, LeetCode] |
| 6 | +index_img: https://assets.leetcode.com/uploads/2024/01/01/example1.png |
| 7 | +--- |
| 8 | + |
| 9 | +# 【LetMeFly】3070.元素和小于等于 k 的子矩阵的数目:原地修改(前缀和思想) |
| 10 | + |
| 11 | +力扣题目链接:[https://leetcode.cn/problems/count-submatrices-with-top-left-element-and-sum-less-than-k/](https://leetcode.cn/problems/count-submatrices-with-top-left-element-and-sum-less-than-k/) |
| 12 | + |
| 13 | +<p>给你一个下标从 <strong>0</strong> 开始的整数矩阵 <code>grid</code> 和一个整数 <code>k</code>。</p> |
| 14 | + |
| 15 | +<p>返回包含 <code>grid</code> 左上角元素、元素和小于或等于 <code>k</code> 的 <strong><span data-keyword="submatrix">子矩阵</span></strong>的数目。</p> |
| 16 | + |
| 17 | +<p> </p> |
| 18 | + |
| 19 | +<p><strong class="example">示例 1:</strong></p> |
| 20 | +<img alt="" src="https://assets.leetcode.com/uploads/2024/01/01/example1.png" style="padding: 10px; background: #fff; border-radius: .5rem;" /> |
| 21 | +<pre> |
| 22 | +<strong>输入:</strong>grid = [[7,6,3],[6,6,1]], k = 18 |
| 23 | +<strong>输出:</strong>4 |
| 24 | +<strong>解释:</strong>如上图所示,只有 4 个子矩阵满足:包含 grid 的左上角元素,并且元素和小于或等于 18 。</pre> |
| 25 | + |
| 26 | +<p><strong class="example">示例 2:</strong></p> |
| 27 | +<img alt="" src="https://assets.leetcode.com/uploads/2024/01/01/example21.png" style="padding: 10px; background: #fff; border-radius: .5rem;" /> |
| 28 | +<pre> |
| 29 | +<strong>输入:</strong>grid = [[7,2,9],[1,5,0],[2,6,6]], k = 20 |
| 30 | +<strong>输出:</strong>6 |
| 31 | +<strong>解释:</strong>如上图所示,只有 6 个子矩阵满足:包含 grid 的左上角元素,并且元素和小于或等于 20 。 |
| 32 | +</pre> |
| 33 | + |
| 34 | +<p> </p> |
| 35 | + |
| 36 | +<p><strong>提示:</strong></p> |
| 37 | + |
| 38 | +<ul> |
| 39 | + <li><code>m == grid.length </code></li> |
| 40 | + <li><code>n == grid[i].length</code></li> |
| 41 | + <li><code>1 <= n, m <= 1000 </code></li> |
| 42 | + <li><code>0 <= grid[i][j] <= 1000</code></li> |
| 43 | + <li><code>1 <= k <= 10<sup>9</sup></code></li> |
| 44 | +</ul> |
| 45 | + |
| 46 | + |
| 47 | + |
| 48 | +## 解题方法:前缀和原地修改 |
| 49 | + |
| 50 | +第一层循环从上到下第二层循环从左到右遍历一遍$grid$数组,在遍历过程中把$grid[i][j]$的值修改为从左上角到这个元素的子矩阵元素之和。 |
| 51 | + |
| 52 | +怎么$O(1)$时间得到右下角为$(i,j)$的子矩阵之和?借助前面的遍历结果即可: |
| 53 | + |
| 54 | ++ 如果$i$和$j$都大于$0$,则$grid[i][j] += grid[i - 1][j] + grid[i][j - 1] - grid[i - 1][j - 1]$: |
| 55 | + |
| 56 | + ``` |
| 57 | + 1 2 |
| 58 | + 3 4 |
| 59 | + ``` |
| 60 | +
|
| 61 | + 如图矩阵在计算左上角到右下角的$4$的时候,可以借助左上角到$4$上面$2$的元素和 + 左上角到$4$左边$3$的元素和 - 计算重复的左上角到$4$左上角$1$的元素和。 |
| 62 | +
|
| 63 | ++ 如果$i$大于$0$而$j$等于$0$,则直接加上这个元素上一行的结果即可; |
| 64 | ++ 如果$j$大于$0$而$i$等于$0$同理。 |
| 65 | +
|
| 66 | +优化:如果到$grid[i][j]$的子矩阵元素和已经大于$k$,那么再往右和往下的更大子矩阵的和一定更大,可跳过。 |
| 67 | +
|
| 68 | ++ 时间复杂度$O(mn)$ |
| 69 | ++ 空间复杂度$O(1)$ |
| 70 | +
|
| 71 | +### AC代码 |
| 72 | +
|
| 73 | +#### C++ |
| 74 | +
|
| 75 | +```cpp |
| 76 | +/* |
| 77 | + * @LastEditTime: 2026-03-18 22:19:52 |
| 78 | + */ |
| 79 | +class Solution { |
| 80 | +public: |
| 81 | + int countSubmatrices(vector<vector<int>>& grid, int k) { |
| 82 | + int ans = 0; |
| 83 | + int n = grid.size(), m = grid[0].size(); |
| 84 | + for (int i = 0; i < n; i++) { |
| 85 | + for (int j = 0; j < m; j++) { |
| 86 | + if (i && j) { |
| 87 | + grid[i][j] += grid[i - 1][j] + grid[i][j - 1] - grid[i - 1][j - 1]; |
| 88 | + } else if (i) { |
| 89 | + grid[i][j] += grid[i - 1][j]; |
| 90 | + } else if (j) { |
| 91 | + grid[i][j] += grid[i][j - 1]; |
| 92 | + } |
| 93 | + ans += grid[i][j] <= k; |
| 94 | + } |
| 95 | + } |
| 96 | + return ans; |
| 97 | + } |
| 98 | +}; |
| 99 | +``` |
| 100 | + |
| 101 | +> 同步发文于[CSDN](https://letmefly.blog.csdn.net/article/details/159214883)和我的[个人博客](https://blog.letmefly.xyz/),原创不易,转载经作者同意后请附上[原文链接](https://blog.letmefly.xyz/2026/03/18/LeetCode%203070.%E5%85%83%E7%B4%A0%E5%92%8C%E5%B0%8F%E4%BA%8E%E7%AD%89%E4%BA%8Ek%E7%9A%84%E5%AD%90%E7%9F%A9%E9%98%B5%E7%9A%84%E6%95%B0%E7%9B%AE/)哦~ |
| 102 | +> |
| 103 | +> 千篇源码题解[已开源](https://github.com/LetMeFly666/LeetCode) |
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