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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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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creator Hieu, Le Trung
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description 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.
doi_str_mv 10.1080/00207721.2023.2301497
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source Taylor and Francis Science and Technology Collection
subjects delayed discrete time system
Discrete time systems
Exponential stability in mean square
Markovian switching
Neural networks
Stability
Switching
title Global exponential stability of nonlinear delayed difference systems with Markovian switching
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