Algorithm Analysis and Big O Notation

An introduction to algorithms - the foundations of computer science. Learn how to design, analyze, and compare them.

Ryan McCombe
Updated
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Questions & Answers

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Real-World Big O Performance
How do I apply Big O analysis to real-world code that has many functions and libraries?
Optimizing a Quadratic Algorithm
I have an algorithm that requires nested loops and therefore has quadratic complexity. How can I optimize it?
Algorithm Space Complexity
What is space complexity and how does it relate to time complexity?
Best Case Time Complexity
When is it important to consider the best case time complexity of an algorithm?
Big O of Common C++ Operations
What is the time complexity of common C++ operations like accessing an array element or inserting into a vector?
Algorithm Design Techniques
What are some general techniques for designing efficient algorithms?