假设我们有一个带有正值和负值的数据列表。我们必须找到其总和最大的连续子数组的总和。假设列表包含{-2,-5,6,-2,-3,1,5,-6},则最大子数组的总和为7。它是{6,-2,-3的总和,1,5}
我们将使用分而治之的方法解决此问题。步骤如下所示-
步骤-
将数组分为两部分
查找以下三个中的最大值
左子数组的最大子数组总和
右子数组的最大子数组总和
最大子数组总和,以使子数组越过中点
#include <iostream>
using namespace std;
int max(int a, int b) {
return (a > b)? a : b;
}
int max(int a, int b, int c) {
return max(max(a, b), c);
}
int getMaxCrossingSum(int arr[], int l, int m, int h) {
int sum = 0;
int left = INT_MIN;
for (int i = m; i >= l; i--) {
sum = sum + arr[i];
if (sum > left)
left = sum;
}
sum = 0;
int right = INT_MIN;
for (int i = m+1; i <= h; i++) {
sum = sum + arr[i];
if (sum > right)
right = sum;
}
return left + right;
}
int maxSubArraySum(int arr[], int low, int high) {
if (low == high)
return arr[low];
int mid = (low + high)/2;
return max(maxSubArraySum(arr, low, mid), maxSubArraySum(arr, mid+1, high), getMaxCrossingSum(arr, low, mid, high));
}
int main() {
int arr[] = {-2, -5, 6, -2, -3, 1, 5, -6};
int n = sizeof(arr)/sizeof(arr[0]);
int max_sum = maxSubArraySum(arr, 0, n-1);
printf("Maximum contiguous sum is %d", max_sum);
}输出结果
Valid String