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Stabilization of Stochastic Dynamical Systems of a Random Structure with Markov Switches and Poisson Perturbations

Authors :
Taras Lukashiv
Yuliia Litvinchuk
Igor V. Malyk
Anna Golebiewska
Petr V. Nazarov
Source :
Mathematics, Vol 11, Iss 3, p 582 (2023)
Publication Year :
2023
Publisher :
MDPI AG, 2023.

Abstract

An optimal control for a dynamical system optimizes a certain objective function. Here, we consider the construction of an optimal control for a stochastic dynamical system with a random structure, Poisson perturbations and random jumps, which makes the system stable in probability. Sufficient conditions of the stability in probability are obtained, using the second Lyapunov method, in which the construction of the corresponding functions plays an important role. Here, we provide a solution to the problem of optimal stabilization in a general case. For a linear system with a quadratic quality function, we give a method of synthesis of optimal control based on the solution of Riccati equations. Finally, in an autonomous case, a system of differential equations was constructed to obtain unknown matrices that are used for the construction of an optimal control. The method using a small parameter is justified for the algorithmic search of an optimal control. This approach brings a novel solution to the problem of optimal stabilization for a stochastic dynamical system with a random structure, Markov switches and Poisson perturbations.

Details

Language :
English
ISSN :
22277390
Volume :
11
Issue :
3
Database :
Directory of Open Access Journals
Journal :
Mathematics
Publication Type :
Academic Journal
Accession number :
edsdoj.8eedc25414b4397cf1c69b9f6d805
Document Type :
article
Full Text :
https://doi.org/10.3390/math11030582