This paper considers the optimal control of a class of diffusion processes. Specifically, given a system with plant modelled as a finite-power series in the state and control variables and given certain statistical properties of additive plant noise, the problem is to minimize the expected value of a performance index by selecting a feedback control having a prescribed form—a finite-power series in the state variables, the coefficients of which are time functions to be determined