5 min read•august 21, 2024
Time complexity is a crucial concept in algorithm analysis, measuring how execution time grows with . It provides a mathematical framework for comparing algorithm performance, enabling programmers to make informed decisions about algorithm selection and optimization.
represents the upper bound of an algorithm's , allowing for comparison based on rate of growth. studies algorithm behavior as input size approaches infinity, focusing on long-term growth rate rather than exact execution time.