Searching for Best Network Topologies with Optimal Synchronizability: A Brief Review

Guanrong Chen

doi:10.1109/JAS.2022.105443

Searching for Best Network Topologies with Optimal Synchronizability: A Brief Review

Guanrong Chen^*

^*Corresponding author for this work

Department of Electrical Engineering

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

59 Citations (Scopus)

Abstract

The Laplacian eigenvalue spectrum of a complex network contains a great deal of information about the network topology and dynamics, particularly affecting the network synchronization process and performance. This article briefly reviews the recent progress in the studies of network synchronizability, regarding its spectral criteria and topological optimization, and explores the role of higher-order topologies in measuring the optimal synchronizability of large-scale complex networks.

Original language	English
Pages (from-to)	573-577
Journal	IEEE/CAA Journal of Automatica Sinica
Volume	9
Issue number	4
Online published	9 Mar 2022
DOIs	https://doi.org/10.1109/JAS.2022.105443
Publication status	Published - Apr 2022

Funding

This research was supported by the Hong Kong Research Grants Council under the GRF Grant CityU11206320.

Research Keywords

Complex network
higher-order topology
spectral analysis
synchronizability
total homogeneity
ROBUSTNESS
SYNCHRONY

RGC Funding Information

RGC-funded

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10.1109/JAS.2022.105443

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Cite this

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title = "Searching for Best Network Topologies with Optimal Synchronizability: A Brief Review",

abstract = "The Laplacian eigenvalue spectrum of a complex network contains a great deal of information about the network topology and dynamics, particularly affecting the network synchronization process and performance. This article briefly reviews the recent progress in the studies of network synchronizability, regarding its spectral criteria and topological optimization, and explores the role of higher-order topologies in measuring the optimal synchronizability of large-scale complex networks.",

keywords = "Complex network, higher-order topology, spectral analysis, synchronizability, total homogeneity, ROBUSTNESS, SYNCHRONY",

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AB - The Laplacian eigenvalue spectrum of a complex network contains a great deal of information about the network topology and dynamics, particularly affecting the network synchronization process and performance. This article briefly reviews the recent progress in the studies of network synchronizability, regarding its spectral criteria and topological optimization, and explores the role of higher-order topologies in measuring the optimal synchronizability of large-scale complex networks.

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KW - higher-order topology

KW - spectral analysis

KW - synchronizability

KW - total homogeneity

KW - ROBUSTNESS

KW - SYNCHRONY

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JO - IEEE/CAA Journal of Automatica Sinica

JF - IEEE/CAA Journal of Automatica Sinica

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ER -

Searching for Best Network Topologies with Optimal Synchronizability: A Brief Review

Abstract

Funding

Research Keywords

RGC Funding Information

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GRF: Analyzing the Robustness of Network Controllability against Malicious Attacks

Cite this

Searching for Best Network Topologies with Optimal Synchronizability: A Brief Review

Abstract

Funding

Research Keywords

RGC Funding Information

Access Output

Other Access Options

Permanent Link

Other Files and Links

Fingerprint

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GRF: Analyzing the Robustness of Network Controllability against Malicious Attacks

Cite this