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Simulating Sliding Windows with a Single Loop

What is a fixed window vs dynamic window?

The answer

A fixed window stays the same size (e.g., exactly 3 elements). A dynamic window expands and contracts based on specific conditions (e.g., sum must be less than 10).

More FAQs in Simulating Sliding Windows with a Single Loop

It is an algorithmic pattern that involves creating a 'window' over a subset of an array or string, and sliding it across the data to perform calculations efficiently.

Nested loops recalculate overlapping data repeatedly, causing O(N*K) time complexity. Sliding window maintains the state and only calculates the changes, achieving O(N).

Problems involving contiguous subarrays or substrings, such as finding the max sum of K elements, or the longest substring without repeating characters.

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