题解 | 最大子矩阵
最大子矩阵
https://www.nowcoder.com/practice/a5a0b05f0505406ca837a3a76a5419b3
#include <iostream>
#include <climits>
using namespace std;
const int MAX_N = 100; // 题目中 N <= 100
int matrix[MAX_N][MAX_N];
int temp[MAX_N]; // 用于列压缩
// 求解最大子数组和(Kadane's Algorithm)
int maxSubarraySum(int arr[], int n) {
int max_sum = INT_MIN, cur_sum = 0;
for (int i = 0; i < n; ++i) {
cur_sum = max(arr[i], cur_sum + arr[i]);
max_sum = max(max_sum, cur_sum);
}
return max_sum;
}
// 计算最大子矩阵和
int maxSubmatrixSum(int N) {
int max_sum = INT_MIN;
// 枚举上边界
for (int top = 0; top < N; ++top) {
// 清空列压缩数组
for (int i = 0; i < N; ++i) temp[i] = 0;
// 枚举下边界
for (int bottom = top; bottom < N; ++bottom) {
// 计算 top 到 bottom 行的列和
for (int col = 0; col < N; ++col) {
temp[col] += matrix[bottom][col];
}
// 求解最大子数组和
max_sum = max(max_sum, maxSubarraySum(temp, N));
}
}
return max_sum;
}
int main() {
int N;
cin >> N;
// 读取矩阵
for (int i = 0; i < N; ++i) {
for (int j = 0; j < N; ++j) {
cin >> matrix[i][j];
}
}
// 计算并输出最大子矩阵和
cout << maxSubmatrixSum(N) << endl;
return 0;
}
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