Global exponential stability of nonlinear delayed difference systems with Markovian switching

This work addresses the global exponential stability of nonlinear delayed discrete-time systems with Markovian switching. By a novel approach, some explicit criteria for the exponential stability in mean square of such systems are derived. An application to discrete-time neural networks is presented...

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Bibliographic Details
Published in:International journal of systems science 2024-04, Vol.55 (6), p.1104-1113
Main Authors: Hieu, Le Trung, Ngoc, Pham Huu Anh, Tran, Thai Bao
Format: Article
Language:English
Subjects:
delayed discrete time system
Discrete time systems
Exponential stability in mean square
Markovian switching
Neural networks
Stability
Switching
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Summary:This work addresses the global exponential stability of nonlinear delayed discrete-time systems with Markovian switching. By a novel approach, some explicit criteria for the exponential stability in mean square of such systems are derived. An application to discrete-time neural networks is presented.
ISSN:0020-7721
1464-5319
DOI:10.1080/00207721.2023.2301497