Asymptotic properties and optimization of some non-Markovian stochastic processes
Kybernetika, Tome 45 (2009) no. 3, pp. 475-490.

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We study the limit behavior of certain classes of dependent random sequences (processes) which do not possess the Markov property. Assuming these processes depend on a control parameter we show that the optimization of the control can be reduced to a problem of nonlinear optimization. Under certain hypotheses we establish the stability of such optimization problems.
Classification : 60F15, 62M09, 90B05, 90C40, 93C55, 93E20
Keywords: nonmarkovian control sequence; average cost; attracting point; nonlinear optimitation; stability
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     title = {Asymptotic properties and optimization of some {non-Markovian} stochastic processes},
     journal = {Kybernetika},
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     zbl = {1165.62333},
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Gordienko, Evgueni; Garcia, Antonio; Chavez, Juan Ruiz de. Asymptotic properties and optimization of some non-Markovian stochastic processes. Kybernetika, Tome 45 (2009) no. 3, pp. 475-490. http://geodesic.mathdoc.fr/item/KYB_2009__45_3_a7/