先說下思路:利用分治的思想,對一個(gè)數(shù)組進(jìn)行三種情況的劃分,1.[low,mid]葫隙、2.[mid,high]和3.跨界子數(shù)組[low,high]
最大子數(shù)組必然出現(xiàn)在這三種情況之一存璃。而第1、2種情況蜻势,又同樣適用于最大子數(shù)組的遞歸情況,也就是說求第1鹉胖、2種情況的遞歸思想和遞歸求一個(gè)數(shù)組的最大子數(shù)組的問題是一樣的握玛。
因此我們只要能實(shí)現(xiàn)求出最大跨界的子數(shù)組就找到了答案。
求跨界的最大子數(shù)組的思路就是:查看[i,mid]和[mid+1,i]的情況甫菠,分別求出這兩種情況的最大值和邊界挠铲,再對最大值求和,便找到了跨界最大子數(shù)組的和以及左右的邊界值寂诱。
以下是求跨界的最大子數(shù)組的C語言實(shí)現(xiàn):
int *findMaxCrossingSubarray(int arr[], int low, int mid, int high)
{
int *a = calloc(3, sizeof(int));
int leftSum = INT_MIN;
int leftMaxIndex = low;
int sum = 0;
for (int i = mid; i >= low; i--)
{
sum += arr[i];
if (sum > leftSum)
{
leftSum = sum;
leftMaxIndex = i;
}
}
int rightSum = INT_MIN;
int rightMaxIndex = high;
sum = 0;
for (int i = mid + 1; i <= high; i++)
{
sum += arr[i];
if (sum > rightSum)
{
rightSum = sum;
rightMaxIndex = i;
}
}
a[0] = leftMaxIndex;
a[1] = rightMaxIndex;
a[2] = leftSum + rightSum;
return a;
}
容易疏漏的地方:循環(huán)的時(shí)候拂苹,i的邊界條件。
以下代碼是完整的C語言遞歸實(shí)現(xiàn):
//遞歸求解最大自數(shù)組的問題
#include <stdio.h>
#include <stdlib.h>
#include <limits.h>
int *findMaxCrossingSubarray(int arr[], int low, int mid, int high); //尋找最大跨界子數(shù)組
int *findMaximumSubarray(int arr[], int low, int high); //遞歸尋找最大子數(shù)組
int main()
{
int arr[16] = {13, -3, -25, 1, -3, 16, 23, 18, -20, -7, -12, -50, -22, 15, -4, 7};
int *result = findMaximumSubarray(arr, 0, 15);
printf("左邊界為%d", result[0]);
printf("右邊界為%d", result[1]);
printf("最大跨界子數(shù)組的和為%d", result[2]);
free(result);
return 0;
}
//返回最大自數(shù)組的左右邊界和最大子數(shù)組的和
int *findMaxCrossingSubarray(int arr[], int low, int mid, int high)
{
int *a = calloc(3, sizeof(int));
int leftSum = INT_MIN;
int leftMaxIndex = low;
int sum = 0;
for (int i = mid; i >= low; i--)
{
sum += arr[i];
if (sum > leftSum)
{
leftSum = sum;
leftMaxIndex = i;
}
}
int rightSum = INT_MIN;
int rightMaxIndex = high;
sum = 0;
for (int i = mid + 1; i <= high; i++)
{
sum += arr[i];
if (sum > rightSum)
{
rightSum = sum;
rightMaxIndex = i;
}
}
a[0] = leftMaxIndex;
a[1] = rightMaxIndex;
a[2] = leftSum + rightSum;
return a;
}
int *findMaximumSubarray(int arr[], int low, int high)
{
int *a = calloc(3, sizeof(int));
if (high == low)
{
a[0] = low;
a[1] = high;
a[2] = arr[low];
return a;
}
int mid = (low + high) / 2;
int *leftResult = findMaximumSubarray(arr, low, mid);
int *rightResult = findMaximumSubarray(arr, mid + 1, high);
int *midResult = findMaxCrossingSubarray(arr, low, mid, high);
if (leftResult[2] >= midResult[2] && leftResult[2] >= rightResult[2])
{
free(rightResult);
free(midResult);
return leftResult;
}
else if (rightResult[2] >= midResult[2] && rightResult[2] >= leftResult[2])
{
free(leftResult);
free(midResult);
return rightResult;
}
else
{
free(leftResult);
free(rightResult);
return midResult;
}
}
復(fù)雜度為O(nlgn)痰洒,完畢瓢棒。