Complexity analysis is a research area within computer science that focuses on the study of the computational resources required to solve specific problems. It involves analyzing the efficiency and scalability of algorithms in terms of time and space complexity. Complexity analysis helps researchers and practitioners understand the performance of algorithms, make informed decisions about the selection of algorithms for specific tasks, and predict the behavior of algorithms as input size increases. It also plays a critical role in optimizing algorithms and improving overall system performance.