Abstract: With the coming of post-genomics era, how to find out the life information hidden at the back of sequences is current main subject in the study of life sciences. Promoter controls gene expression. How to recognize and predict the promoter regions is an im

Key words: Hidden Markov models, Random iterated algorithm, ＂one ticket determines＂ algorithm,Promoter recogni tion and classification