Abstract: This thesis introduces a new algorithm,which combines the data searching advantages of the immune evolu- tionary algorithm and the chaos optimization algorithrrL This algorithm greatly enhances the local searching efficiency and the global searching perfo

Key words: Immune evolutionary algorithm,Chaos optimization,Cluster analysis