Abstract: Theory of Bayesian is the base of probability inference.It is permitted to infer reversely any probability statements.With the help of the theorems of probability theory,this article transfers the theory of Bayesian to the genetic algorithm,and then expands the applicable scope of the latter.

Key words: probability； theory of Bayesian； genetic algorithm；