长度为n的整数序列,试设计一个尽可能高效的算法,返回序列中第k小的元素。(要求同1)请给出C语言代码
时间: 2023-06-06 21:06:44 浏览: 228
这是我能提供的最优解,目前最快的排序算法为快速排序,时间复杂度为O(nlogn),所以我们可以使用快排来解决这个问题。
代码如下:
```c
#include <stdio.h>
#include <stdlib.h>
int partition(int arr[], int low, int high);
int randomPartition(int arr[], int low, int high);
int kthSmallest(int arr[], int low, int high, int k);
int main() {
int n, k, i;
printf("Enter the size of the sequence: ");
scanf("%d", &n);
int arr[n];
printf("Enter the elements of the sequence: ");
for (i = 0; i < n; i++) {
scanf("%d", &arr[i]);
}
printf("Enter the value of k: ");
scanf("%d", &k);
int kth = kthSmallest(arr, 0, n - 1, k);
printf("The %dth smallest element is %d\n", k, kth);
return 0;
}
int partition(int arr[], int low, int high) {
int pivot = arr[high];
int i = low - 1, j = low, temp;
for (; j < high; j++) {
if (arr[j] < pivot) {
i++;
temp = arr[i];
arr[i] = arr[j];
arr[j] = temp;
}
}
temp = arr[high];
arr[high] = arr[i + 1];
arr[i + 1] = temp;
return (i + 1);
}
int randomPartition(int arr[], int low, int high) {
int n = high - low + 1;
int pivot = rand() % n;
int temp;
temp = arr[low + pivot];
arr[low + pivot] = arr[high];
arr[high] = temp;
return partition(arr, low, high);
}
int kthSmallest(int arr[], int low, int high, int k) {
if (k > 0 && k <= high - low + 1) {
int pos = randomPartition(arr, low, high);
if (pos - low == k - 1) {
return arr[pos];
}
if (pos - low > k - 1) {
return kthSmallest(arr, low, pos - 1, k);
}
return kthSmallest(arr, pos + 1, high, k - pos + low - 1);
}
return -1;
}
```
该算法的时间复杂度为O(nlogn)。
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