Developing conditionally optimal control by a local criterion in a nonlinear stochastic system

An algorithm is proposed for simultaneous conditional optimal evaluation and determining the control in a stochastic nonlinear system by a local criterion in continous time. The algorithm embodies the theory of conditionally optimal filtering [1,2] and its extension to determining the control. This problem can be solved in Gaussian approximation by statistic linearization.