基本思想:如果将数组进行排序,那么出现次数超过一半的元素一定是中间的数,也就是中位数。我们利用快速排序的partition算法思想,寻找数组中位数。注意程序还要最后检查数组中是否真的有元素出现次数超过一半。
#include <iostream>
using namespace std;
struct BiTreeNode{
int val;
BiTreeNode* leftChild;
BiTreeNode* rightChild;
};
int partition(int* arr, int length, int low, int high){
if (arr == NULL || length <= 0 || low < 0 || high >= length)
throw new exception("Invalid input data!");
int pos = low + (high - low) / 2;
int pivot = arr[pos];
swap(arr[pos], arr[high]);
int small = low - 1;
for (int i = low; i < high; ++i){
if (arr[i] < pivot){
small++;
if (small != i)
swap(arr[small], arr[i]);
}
}
small++;
swap(arr[small], arr[high]);
return small;
}
bool checkOverHalf(int* arr, int number, int length){
int times = 0;
for (int i = 0; i < length; ++i){
if (arr[i] == number)
times++;
}
return times * 2 <= length ? false : true;
}
int FindOverhalfNumber(int* arr, int length){
if (arr == NULL || length <= 0)
return -1;
int middle = length >> 1;
int low = 0, high = length - 1;
int pos = partition(arr, length, low, high);
while (pos != middle){
if (pos < middle){
low = pos + 1;
pos = partition(arr, length, low, high);
}
else{
high = pos - 1;
pos = partition(arr, length, low, high);
}
}
int result = arr[pos];
if (checkOverHalf(arr, result, length))
return result;
else
return -1;
}
void main(int argc, char* argv[])
{
int arr[] {2, 2, 2, 6, 7, 9, 0, 2, 2, 2, 2, 2};
cout << FindOverhalfNumber(arr, 12);
system("pause");
}