Advanced · Data
Asymptotic computational complexity
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. Analyzing algorithm efficiency as input size grows infinitely large.
Technical Definition
Analyzing algorithm efficiency as input size grows infinitely large.
How it works
Asymptotic computational complexity is a method used in computer science to describe how the runtime or memory usage of an algorithm scales as the input size increases indefinitely. It is typically expressed using Big O notation, which provides an upper bound on the growth rate, helping to compare the efficiency of different algorithms for large datasets.
Related Concepts
- Big O notation — A mathematical notation used to describe the performance or complexity of an algorithm as input size grows.