The optimal control for a discrete-time linear system with quadratic criterion functional is derived for the case where the system parameters are subject to a discrete-time, discrete-state Markov process. Utilization of the results is demonstrated in a numerical example using Samuelson's multiplier-accelerator macroeconomic model.
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Blair et al. (1975) studied this question.
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