Big O Notation
Explore Big O notation and its role in measuring algorithm efficiency. Understand worst-case, best-case, and average-case complexities using asymptotic notations. Learn about amortized time complexity to analyze performance over sequences of operations and improve algorithm design.
We'll cover the following...
We'll cover the following...
Standard notation of time complexity
We know how we can represent any algorithm through the order of or input. Big O notation is the most convenient way to express the worst-case scenario for an algorithm.
Consider a code where we use the sqrt(Range) algorithm. The Big O notation is for this case. This algorithm couldn’t be worse than anything.
Consider another code where we have to iterate over one million times if is 1000003. The Big O notation is for ...