TY - JOUR
T1 - Stabilization of Stochastic Dynamical Systems of a Random Structure with Markov Switches and Poisson Perturbations
AU - Lukashiv, Taras
AU - Litvinchuk, Yuliia
AU - Malyk, Igor V.
AU - Golebiewska, Anna
AU - Nazarov, Petr V.
N1 - Funding Information:
This work was supported by the Luxembourg National Research Fund C21/BM/15739125/DIOMEDES to T.L., P.V.N. and A.G.
Publisher Copyright:
© 2023 by the authors.
PY - 2023/2
Y1 - 2023/2
N2 - 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.
AB - 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.
KW - Lyapunov function
KW - Markov switches
KW - optimal control
KW - Poisson perturbations
KW - system of stochastic differential equations
UR - http://www.scopus.com/inward/record.url?scp=85147863353&partnerID=8YFLogxK
U2 - 10.3390/math11030582
DO - 10.3390/math11030582
M3 - Article
AN - SCOPUS:85147863353
SN - 2227-7390
VL - 11
JO - Mathematics
JF - Mathematics
IS - 3
M1 - 582
ER -