Further Results on Fixed-Time Cluster Synchronization of Coupled Neural Networks

被引:0
作者
Rujia Huang
Xiaoyang Liu
Jinde Cao
机构
[1] Jiangsu Normal University,School of Computer Science & Technology
[2] Ministry of Education,Key Laboratory of System Control and Information Processing
[3] Southeast University,School of Mathematics
来源
Neural Processing Letters | 2023年 / 55卷
关键词
Cluster synchronization; Coupled neural networks; External disturbances; Fixed-time synchronization;
D O I
暂无
中图分类号
学科分类号
摘要
This paper considers the fixed-time cluster synchronization of nonlinear coupled neural networks. Some novel cost-saving fixed-time controllers are developed to ensure the cluster synchronization for the coupled neural networks with/without disturbances. Different from the traditional fixed-time synchronization controllers containing many nonlinear terms, the newly designed control protocol only holds one power-exponent term. Two numerical examples are provided to illustrate the feasibility of the derived results.
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页码:5069 / 5085
页数:16
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共 127 条
[11]  
Li R(2022)Quantized adaptive pinning control for fixed/preassigned-time cluster synchronization of multi-weighted complex networks with stochastic disturbances Nonlinear Anal Hybrid Syst 44 24-34
[12]  
De Oliveira EG(2017)Fixed-time stability of dynamical systems and fixed-time synchronization of coupled discontinuous neural networks Neural Netw 89 1-12
[13]  
Braun T(2018)Finite-time and fixed-time synchronization of discontinuous complex networks: a unified control framework design J Franklin Inst 355 1009-1020
[14]  
Ding S(1999)A unified framework for chaotic neural-network approaches to combinatorial optimization IEEE Trans Neural Netw 10 240-252
[15]  
Wang Z(2006)Synchronization of complex dynamical networks with time delays Physica A 361 32-41
[16]  
Zhang H(2016)Pinning cluster synchronization in an array of coupled neural networks under event-based mechanism Neural Netw 76 4956-4967
[17]  
Fan Y(2011)Cluster synchronization in directed networks via intermittent pinning control IEEE Trans Neural Netw 22 4430-4440
[18]  
Huang X(2018)Finite-time and fixed-time cluster synchronization with or without pinning control IEEE Trans Cybern 48 107-115
[19]  
Wang Z(2019)Dynamic event-triggered approach for cluster synchronization of complex dynamical networks with switching via pinning control Neurocomputing 340 3101-3111
[20]  
Li Y(2020)Asymptotic and finite-time cluster synchronization of coupled fractional-order neural networks with time delay IEEE Trans Neural Netw Learn Syst 31 1-8