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花花酱 LeetCode 480. Sliding Window Median

题目大意:让你求移动窗口的中位数。

Problem:

Median is the middle value in an ordered integer list. If the size of the list is even, there is no middle value. So the median is the mean of the two middle value.

Examples:

[2,3,4] , the median is 3

[2,3], the median is (2 + 3) / 2 = 2.5

Given an array nums, there is a sliding window of size k which is moving from the very left of the array to the very right. You can only see the k numbers in the window. Each time the sliding window moves right by one position. Your job is to output the median array for each window in the original array.

For example,
Given nums = [1,3,-1,-3,5,3,6,7], and k = 3.

Therefore, return the median sliding window as [1,-1,-1,3,5,6].

Note: 
You may assume k is always valid, ie: k is always smaller than input array’s size for non-empty array.



Solution 0: Brute Force

Time complexity: O(n*klogk) TLE 32/42 test cases passed

Solution 1: Insertion Sort

Time complexity: O(k*logk +  (n – k + 1)*k)

Space complexity: O(k)

C++ / vector

C++ / vector + binary_search for deletion.

Java

Java / Binary Search

 

Python

Solution 2: BST

 

Related Problems:

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