Algorithm Analysis Definition

Algorithm analysis — a process within the computational complexity theory that estimates the amount of resources required for an algorithm to carry out any given operation, which includes time and spatial resources. The main purpose of this analysis is to gain insight into how the algorithm behaves and predict its way of calculation before implementing it into a computer.

This approach can also be used to compare two distinct algorithms to see how each handles the calculations of the same problem, defining their efficiency and being able to choose the most appropriate one. This allows developers to implement an algorithm that best fits the needs.