Synchronization Mechanism for Controlled Complex Networks under Auxiliary Effect of Dynamic Edges

Author:

Liu Lizhi12ORCID,Gao Zilin3,Peng Yi4

Affiliation:

1. School of Electric Power Engineering, South China University of Technology, Guangzhou 510641, China

2. Hunan Institute of Science and Technology, School of Information Science and Engineering, Yueyang 414006, China

3. School of Computer Science and Engineering, Chongqing Three Gorges University, Wanzhou 404020, China

4. School of Automation, Guangdong University of Technology, Guangzhou 510006, China

Abstract

The scope of complex dynamical networks (CDNs) with dynamic edges is very wide, as it is composed of a class of realistic networks including web-winding systems, communication networks, neural networks, etc. However, a classic research topic in CDNs, the synchronization control problem, has not been effectively solved for CDNs with dynamic edges. This paper will investigate the emergence mechanism of synchronization from the perspective of large-scale systems. Firstly, a CDN with dynamic edges is conceptualized as an interconnected coupled system composed of an edge subsystem (ES) and a node subsystem (NS). Then, based on the proposed improved directed matrix ES model and expanded matrix inequality, this paper overcomes the limitations of coupling term design in node models and the strong correlation of tracking targets between nodes and edges. Due to the effect of the synthesized node controller and the auxiliary effect of the ES, state synchronization can be realized in the CDN. Finally, through simulation examples, the validity and advantages of our work compared to existing methods are demonstrated.

Funder

Scientific Research Fund of Hunan Province Education Department

Scientific and Technological Research Program of Wanzhou District

Basic and Applied Basic Research Foundation of Guangdong Province

Publisher

MDPI AG

Reference37 articles.

1. Complex networks: Structure and dynamics;Boccaletti;Phys. Rep.,2006

2. Mobility-Aware Routing and Caching in Small Cell Networks Using Federated Learning;Cao;IEEE Trans. Commun.,2024

3. Consensus and Cooperation in Networked Multi-Agent Systems;Fax;Proc. IEEE,2007

4. Successive Lag Synchronization for Multilayer Complex Networks with Multiple Weights;Xia;IEEE Trans. Circuits Syst. II Express Briefs,2023

5. Prescribed-Time Synchronization of Stochastic Complex Networks with High-Gain Coupling;Wu;IEEE Trans. Circuits Syst. II Express Briefs,2023

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3