Nonlinear optimal controllers in stochastic systems with a linear plant and a quadratic functional

A method to design optimal control in a linear plant with additive ranclom disturbances makes use of the Yakubovich-Kalman lemma and makes it possible to use nonlinear extrapolation of the disturbed process, which results in a nonlinear control equation. An example of a nonlinear optimal controller for a linear plant is given.