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This article is cited in 5 scientific papers (total in 5 papers)
Analysis of the asymptotic behavior of the solution to a linear stochastic differential equation with subexponentially stable matrix and its application to a control problem
E. S. Palamarchuk Steklov Mathematical Institute of Russian Academy of Sciences, Moscow
Abstract:
We analyze the asymptotic behavior of the solution to a linear stochastic differential equation with subexponentially stable matrix. A result in the form of the strong law of large numbers is put forward for a pair of processes consisting of a squared norm of the solution and a deterministic function defined as an integral of the squared norm of the diffusion matrix. This result is applied in solving the problem of a linear-quadratic regulator over an infinite time-horizon for one class of undetectable systems.
Keywords:
strong law of large numbers, linear equation, nonexponential stability, linear-quadratic regulator.
Received: 19.05.2016 Revised: 07.05.2017
Citation:
E. S. Palamarchuk, “Analysis of the asymptotic behavior of the solution to a linear stochastic differential equation with subexponentially stable matrix and its application to a control problem”, Teor. Veroyatnost. i Primenen., 62:4 (2017), 654–669; Theory Probab. Appl., 62:4 (2018), 522–533
Linking options:
https://www.mathnet.ru/eng/tvp5133https://doi.org/10.4213/tvp5133 https://www.mathnet.ru/eng/tvp/v62/i4/p654
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Abstract page: | 313 | Full-text PDF : | 44 | References: | 53 | First page: | 14 |
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