Big O Notation

Big O Notation

algorithms asymptotic analysis complexity analysis software engineering python data structures c++ java computer science
💬 Click on the content to Ask AI
Explore More:
🔥 Space Complexity → Space complexity is expressed using Big O notation to state how an algorithm's memory usage scales with input size; it depends on Big O to formalize asymptotic space bounds and compare algorithms while ignoring constant factors.
🔥 Time Complexity → Time complexity is expressed and compared using Big O; the notation provides asymptotic bounds that formalize how running time grows, making standardized analysis possible.
🌟 O(1) →
🌟 O(N^2) Quadratic Time →
🌟 O(N) Linear Time →
🌟 O(Log N) →