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Recently, a direct-comparison approach has been developed to control and optimize the performance of a stochastic Markov system, see for discrete time case, and for continuous time case. Compared with dynamic programming, the standard approach for stochastic control problem, this alternative approach is simple and intuitive. It is based on the direct comparison of the system performance under two...
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