In a stochastic continuous nonlinear mathematical model of a system of the
general form, an analytical synthesis of optimal control with respect to a
quadratic criterion is proposed on the basis of limiting statistical linear
ization of nonlinearities (with a small given variance of the input signal
in nonlinearity). The application of the maximum principle and dynamic prog
ramming is considered.