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author:

Zhou, Hui (Zhou, Hui.) [1] | Park, Ju H. (Park, Ju H..) [2] | Li, Wenxue (Li, Wenxue.) [3]

Indexed by:

EI

Abstract:

In the article, a stabilized issue for complex-valued hybrid stochastic multilinks networks (CHSMNs) is investigated under event-triggered control (E-TC). In contrast to existing literature, the proposed E-TC defines the event-triggered instant sequence as the random sequence rather than the number sequence, which is more accurate concerning hybrid stochastic systems. Especially, a modified more general event-triggered function is proposed. After the Zeno behavior is eliminated by the contradiction, several stabilized conditions are established to guarantee the input-to-state stability and exponential stability in the mean square and almost surely exponential stability of CHSMNs, where studying in the complex domain and no splitting real and imaginary parts. Subsequently, we analyze the lower bound of the event-triggered intervals for E-TC in the sense of mathematical expectation. Whereafter, the stabilized problem for the Cohen-Grossberg neural networks (CSDLCNs) and the islanded micro grid model (IMGM) is considered as an application. Meanwhile, numerical simulations are presented for verification. © 2013 IEEE.

Keyword:

Multilayer neural networks Multiprotocol Label Switching Stabilization Stochastic control systems Stochastic models Stochastic systems

Community:

  • [ 1 ] [Zhou, Hui]Fuzhou University, College of Computer and Data Science, Fuzhou; 350108, China
  • [ 2 ] [Zhou, Hui]Yeungnam University, Department of Electrical Engineering, Gyeongsan; 38541, Korea, Republic of
  • [ 3 ] [Park, Ju H.]Yeungnam University, Department of Electrical Engineering, Gyeongsan; 38541, Korea, Republic of
  • [ 4 ] [Li, Wenxue]Harbin Institute of Technology (Weihai), Department of Mathematics, Weihai; 264209, China

Reprint 's Address:

  • [park, ju h.]yeungnam university, department of electrical engineering, gyeongsan; 38541, korea, republic of

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Source :

IEEE Transactions on Systems, Man, and Cybernetics: Systems

ISSN: 2168-2216

Year: 2025

Issue: 4

Volume: 55

Page: 3036-3048

8 . 6 0 0

JCR@2023

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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