Skip to main content

Sliding Window

Sliding window is one common trick used in coding, which may not be counted as one "algorithm" by itself. Nevertheless, this trick is popular in tech code interviews, perhaps due to its relative "short" length (?).

The size of the window could be either fixed or non-fixed, depends on the questions.

When the size is non-fixed, two pointers are usually used to maintain the size of the window. Thus, the "two-pointer" method may be considered as a variant of the sliding window trick. The first point stands for the starting side of the "window" and the second one represents the ending side of the "window".

When does the sliding window trick work?

Usually string matching, or sub-array / sub-sequences may be considered to use the sliding window trick. The key point is that the question can be gradually solved by the evolution of the sliding window from the beginning of a string/array to the end.

To sum up, sliding window

1. is a common trick in coding interviews;

2. usually maintains two pointers: one for the left side of the window, the other is the right side of the "window";


Question List


Upper Layer

Comments

Popular posts from this blog

Brute Force - Question 2

2105. Watering Plants II Alice and Bob want to water n plants in their garden. The plants are arranged in a row and are labeled from 0 to n - 1 from left to right where the ith plant is located at x = i. Each plant needs a specific amount of water. Alice and Bob have a watering can each, initially full. They water the plants in the following way: Alice waters the plants in order from left to right, starting from the 0th plant. Bob waters the plants in order from right to left, starting from the (n - 1)th plant. They begin watering the plants simultaneously. It takes the same amount of time to water each plant regardless of how much water it needs. Alice/Bob must water the plant if they have enough in their can to fully water it. Otherwise, they first refill their can (instantaneously) then water the plant. In case both Alice and Bob reach the same plant, the one with more water currently in his/her watering can should water this plant. If they have the same amount of water, then Alice ...

Sliding Window - Question 1

Leetcode 76. Minimum Window Substring Given two strings s and t of lengths m and n respectively, return the minimum window substring of s such that every character in t (including duplicates) is included in the window. If there is no such substring, return the empty string "". The testcases will be generated such that the answer is unique. A substring is a contiguous sequence of characters within the string. Constraints: m == s.length n == t.length 1 <= m, n <= 10^5 s and t consist of uppercase and lowercase English letters. Analysis: The first step to do is to count the letters in string t, since the relative order of chars does not matter. After the counting, we can use two pointers method on string s: starting with beginning of the string s, the second pointer can continue to move until the sub-string [i, j) has all the chars in t, where i the index of the first pointer, and j is the index of the second pointer. We are looking for the sub-string with the minimum leng...