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Synchronization analysis of nabla fractional-order fuzzy neural networks with time delays via nonlinear feedback control.

Authors :
Li, Hong-Li
Cao, Jinde
Hu, Cheng
Jiang, Haijun
Alsaedi, Ahmed
Source :
Fuzzy Sets & Systems. Jan2024, Vol. 475, pN.PAG-N.PAG. 1p.
Publication Year :
2024

Abstract

This paper is committed to explore synchronization issues for a class of nabla fractional-order fuzzy neural networks with time delays. First, we establish two useful nabla fractional inequalities by feat of the theory of nabla fractional calculus and N -transform together with nabla convolution. Next, we design two distinctive controllers including nonlinear delay feedback controller and hybrid nonlinear delay controller, some easily verified quasi-synchronization (QS) criteria and complete synchronization (CS) criteria are derived by virtue of newly proposed inequalities therein and some inequality techniques. Finally, the correctness of theoretical results is indicated finally through numerical simulations. What is more important, theoretical results therein can offer some new avenues about QS and CS analysis for nabla fractional dynamical networks. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01650114
Volume :
475
Database :
Academic Search Index
Journal :
Fuzzy Sets & Systems
Publication Type :
Academic Journal
Accession number :
173784059
Full Text :
https://doi.org/10.1016/j.fss.2023.108750