Intralayer Synchronization in Heterogeneous Multiplex Dynamical Networks Based on Spectral Graph Theory

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成果类型：

期刊论文

作者：

Liu, Hui;Zhang, Shiman;Wu, Chai Wah;Wu, Xiaoqun;Li, Zengyang;...

通讯作者：

Liu, H;Wu, XQ

作者机构：

[Zhang, Shiman; Liu, Hui; Xu, Jiangqiao] Huazhong Univ Sci & Technol, Minist China, Sch Artificial Intelligence & Automat, Key Lab Image Proc & Intelligent Control Educ, Wuhan 430074, Peoples R China.

[Zhang, Shiman; Liu, Hui; Xu, Jiangqiao] Huazhong Univ Sci & Technol, Hubei Key Lab Brain Inspired Intelligent Syst, Wuhan 430074, Peoples R China.

[Wu, Chai Wah] IBM TJ Watson Res Ctr, Yorktown Hts, NY 10598 USA.

[Wu, Xiaoqun] Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R China.

[Li, Zengyang] Cent China Normal Univ, Sch Comp Sci, Wuhan 430079, Peoples R China.

通讯机构：

[Wu, XQ ] W

[Liu, H ] H

Huazhong Univ Sci & Technol, Minist China, Sch Artificial Intelligence & Automat, Key Lab Image Proc & Intelligent Control Educ, Wuhan 430074, Peoples R China.

Huazhong Univ Sci & Technol, Hubei Key Lab Brain Inspired Intelligent Syst, Wuhan 430074, Peoples R China.

Wuhan Univ, Sch Math & Stat, Wuhan 430072, Peoples R China.

语种：

英文

关键词：

Multiplexing;Synchronization;Couplings;Graph theory;Network topology;Laplace equations;Mathematical models;Multiplex network;intralayer synchronization;spectral graph theory;edge weight allocation

期刊：

IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS

ISSN：

2156-3357

年：

2023

卷：

期：

页码：

646-657

DOI：

10.1109/JETCAS.2023.3297012

基金类别：

10.13039/501100012166-National Key Research and Development Program of China (Grant Number: 2022ZD0116900) 10.13039/501100001809-National Natural Science Foundation of China (Grant Number: 62176099) 10.13039/501100001809-Training Program of the Major Research Plan of the National Natural Science Foundation of China (Grant Number: 92267101)

机构署名：

本校为其他机构

院系归属：

计算机学院

摘要：

This paper studies a heterogeneous multiplex network model that allows different dynamics in different layers. We explore intralayer synchronization of the multiplex network under distinct types of interlayer connections. From the perspective of spectral graph theory, we propose a set of edge weight requirements to synchronize the multiplex network. Focusing on the effect of interlayer connections to intralayer synchronization, it is found that a multiplex network can achieve intralayer synchronization with a large enough interlayer coupling strength even if a single network of one layer canno...

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Intralayer Synchronization in Heterogeneous Multiplex Dynamical Networks Based on Spectral Graph Theory

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