Abstract: This paper proves the existence of mixed linear optimal control in a quadratic criterion, by analysing the characteristics of linear differential operator A and using the properties of semigroups of compact operators and Picard theorem, for one-dimensional diffusion processes. And then, according to the reference[3], the optimal control law has been given in detail. Besides, the results given in the references[1-2]are discussed as the special cases in the paper.