Abstract: Algorithm design and analysis is the core course of computer science major. Taking the two analytical ways of average comparison times analysis and classical quick sort as breakthrough point and analyze from various perspectives are good for students to understand the algorithm better. The process of solving classic problems with different analytical methods and getting the same results is of great benefit for them to feel the variety of analytical skills and the beauty of algorithm analysis.