Lintcode: Median
Given a unsorted array with integers, find the median of it. A median is the middle number of the array after it is sorted. If there are even numbers in the array, return the N/2-th number after sorted. Example
Given [4, 5, 1, 2, 3], return 3 Given [7, 9, 4, 5], return 5 Challenge
O(n) time.
Quicksort的变形,quickselect,跟Kth largest Element很像
public class Solution {
/**
* @param nums: A list of integers.
* @return: An integer denotes the middle number of the array.
*/
public int median(int[] nums) {
// write your code here
int len = nums.length;
if (len%2 == 0) return search(nums, len/2, 0, len-1);
else return search(nums, len/2+1, 0, len-1);
}
public int search(int[] nums, int k, int start, int end) {
int l=start, r=end;
int pivot = r;
while (true) {
while (nums[l] < nums[pivot] && l<r) {
l++;
}
while (nums[r] >= nums[pivot] && l<r) {
r--;
}
if (l == r) break;
swap(nums, l, r);
}
swap(nums, l, end);
if (k == l+1) return nums[l];
else if (k > l+1) return search(nums, k, l+1, end);
else return search(nums, k, start, l-1);
}
public void swap(int[] nums, int l, int r) {
int temp = nums[l];
nums[l] = nums[r];
nums[r] = temp;
}
}
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