Algorithm analysis is the study of algorithms in terms of their efficiency and performance. This area of research focuses on evaluating and comparing different algorithms to determine which one is the most suitable for a given problem. Researchers in algorithm analysis analyze the time and space complexity of algorithms, as well as their accuracy and reliability. By analyzing algorithms, researchers aim to improve existing algorithms and develop new ones that are more efficient and effective.