Sep 25, 2025 · Analysis of Algorithms is a fundamental aspect of computer science that involves evaluating performance of algorithms and programs. Efficiency is measured in terms of time and space.

In computer science, the analysis of algorithms is the process of finding the computational complexity of algorithms —the amount of time, storage, or other resources needed to execute them.

Why Analyze an Algorithm? Classify problems and algorithms by difficulty. Predict performance, compare algorithms, tune parameters. Better understand and improve implementations and algorithms.

This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of efficient algorithms, emphasizing methods of application.

It is important to be able to measure, or at least make educated statements about, the space and time complexity of an algorithm.

Chapter 4 Algorithm Analysis The term “algorithm analysis” refers to mathematical analysis of algorithms for the purposes of determining their consumption of resources such as the amount of total work they …

In this chapter, we will discuss the need for analysis of algorithms and how to choose a better algorithm for a particular problem as one computational problem can be solved by different algorithms.