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This paper presents a theoretical framework and the control strategy for single input discrete-time stochastic systems for which the control variations increase state uncertainty (CVIU systems). This type of system model can be useful in many practical situations, such as in monetary policy problems, medicine and biology, and, in general, in problems for which a complete dynamic model is too complex...
This paper establishes conditions for the existence of optimal stationary policies for a class of long-run average cost control problems. The discrete-time system is assumed to be linear with respect to the state but the controls take an abstract state-feedback structure. The derived approach may be used to represent systems where the state is observed by the controller only through some specially...
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