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author:

Sang, Hong (Sang, Hong.) [1] | Zheng, Wenlong (Zheng, Wenlong.) [2] | Liu, Yi (Liu, Yi.) [3] | Wang, Peng (Wang, Peng.) [4] (Scholars:王鹏) | Dimirovski, Georgi M. (Dimirovski, Georgi M..) [5]

Indexed by:

EI Scopus SCIE

Abstract:

This paper performs a finite-time analysis (FTA) and implements the finite-time anti-disturbance synchronization (FTADS) control for general switched delayed neural networks (SDNNs) in a continuous-time context. While the prevailing results for SDNNs typically mandate the finite-time stability of individual subnetworks, this investigation explores a more inclusive scenario in which all subnetworks of SDNNs may exhibit finite-time instability. To address this, an innovative and less conservative FTA framework is established by developing a novel time-dependent multiple Lyapunov-Krasovskii functional (TDMLF) approach and incorporating a ranged dwell time (RDT) switching strategy. For SDNNs influenced by multiple disturbances, a FTADS criterion is established within the proposed finite-time design framework, demonstrating that the relevant synchronization error can achieve the desired finite-time boundedness. In the end, the reliability and superiority of the presented FTA approach and anti-disturbance synchronization control technique are thoroughly substantiated via two demonstration examples.

Keyword:

Anti-disturbance synchronization Finite-time boundedness Finite-time stability Ranged dwell time Switched delayed neural networks

Community:

  • [ 1 ] [Sang, Hong]Dalian Maritime Univ, Coll Marine Elect Engn, Dalian 116026, Peoples R China
  • [ 2 ] [Zheng, Wenlong]Dalian Maritime Univ, Coll Marine Elect Engn, Dalian 116026, Peoples R China
  • [ 3 ] [Liu, Yi]Dalian Maritime Univ, Coll Marine Elect Engn, Dalian 116026, Peoples R China
  • [ 4 ] [Wang, Peng]Fuzhou Univ, Sch Math & Stat, Fuzhou 350108, Peoples R China
  • [ 5 ] [Dimirovski, Georgi M.]SS Cyril & Methodius Univ, Doctoral Sch FEIT, MKD-1000 Skopje, North Macedonia

Reprint 's Address:

  • [Liu, Yi]Dalian Maritime Univ, Coll Marine Elect Engn, Dalian 116026, Peoples R China

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Source :

INFORMATION SCIENCES

ISSN: 0020-0255

Year: 2025

Volume: 718

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JCR@2023

Cited Count:

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ESI Highly Cited Papers on the List: 0 Unfold All

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30 Days PV: 0

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