importance of algorithm analysis in computer science.

Algorithm analysis is essential in computer science for optimizing performance, comparing algorithms, predicting behavior, managing resources, assessing scalability, ensuring cost-effectiveness, and providing a theoretical foundation. It enables developers to make informed decisions about algorithm selection and implementation, leading to more efficient and effective software solutions.