Stochastic control of randomly varying systems

In this paper we consider the linear quadratic regulator problem for a class of linear, randomly varying systems based on partial observation. The novelty, in part, of the solution is that the state estimator is non-linear and the separation principle does not hold (not in the usual sense, at any rate). Using a linear approximation, we indicate a procedure for constructing a class of approximately optimal controls.