Abstract:

This paper implements the promoter identification algorithm using the Markov Model. The improved promoter prediction method is based on the forward algorithm of the Hidden Markov Model. It upgrades the algorithm of basic radical transition probability and the probability of patterns in various kinds o f arrays. The prediction results of the improved Mark- ov model show that the system can identify the three sequences effectively.

Key words: promoter identification, Markov model, forward algorithm