Identifying topologies and system parameters of uncertain time-varying delayed complex networks

doi:10.1007/s11431-018-9287-0

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	Identifying topologies and system parameters of uncertain time-varying delayed complex networks
	Wang Xiong 1,2; Gu HaiBo 1,2; Wang QianYao 1,2; Lu JinHu1,3,4
	2019
发表期刊	SCIENCE CHINA-TECHNOLOGICAL SCIENCES
ISSN	1674-7321
卷号	62 期号:1 页码:94-105
摘要	Node dynamics and network topologies play vital roles in determining the network features and network dynamical behaviors. Thus it is of great theoretical significance and practical value to recover the topology structures and system parameters of uncertain complex networks with available information. This paper presents an adaptive anticipatory synchronization-based approach to identify the unknown system parameters and network topological structures of uncertain time-varying delayed complex networks in the presence of noise. Moreover, during the identification process, our proposed scheme guarantees anticipatory synchronization between the uncertain drive and constructed auxiliary response network simultaneously. Particularly, our method can be extended to several special cases. Furthermore, numerical simulations are provided to verify the effectiveness and applicability of our method for reconstructing network topologies and node parameters. We hope our method can provide basic insight into future research on addressing reconstruction issues of uncertain realistic and large-scale complex networks.
关键词	system parameters and network topologies identification anticipatory synchronization uncertain time-varying delayed complex networks noise-perturbed complex networks
DOI	10.1007/s11431-018-9287-0
语种	英语
资助项目	National Key Research and Development Program of China[2016YFB0800401] ; National Natural Science Foundation of China[61621003] ; National Natural Science Foundation of China[61532020] ; National Natural Science Foundation of China[11472290]
WOS研究方向	Engineering ; Materials Science
WOS类目	Engineering, Multidisciplinary ; Materials Science, Multidisciplinary
WOS记录号	WOS:000459311600010
出版者	SCIENCE PRESS
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/32663
专题	系统科学研究所
通讯作者	Lu JinHu
作者单位	1.Chinese Acad Sci, Acad Math & Syst Sci, LSC, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China 3.Beihang Univ, Sch Automat Sci & Elect Engn, State Key Lab Software Dev Environm, Beijing 100191, Peoples R China 4.Beihang Univ, Beijing Adv Innovat Ctr Big Data & Brain Comp, Beijing 100191, Peoples R China
推荐引用方式 GB/T 7714	Wang Xiong,Gu HaiBo,Wang QianYao,et al. Identifying topologies and system parameters of uncertain time-varying delayed complex networks[J]. SCIENCE CHINA-TECHNOLOGICAL SCIENCES,2019,62(1):94-105.
APA	Wang Xiong,Gu HaiBo,Wang QianYao,&Lu JinHu.(2019).Identifying topologies and system parameters of uncertain time-varying delayed complex networks.SCIENCE CHINA-TECHNOLOGICAL SCIENCES,62(1),94-105.
MLA	Wang Xiong,et al."Identifying topologies and system parameters of uncertain time-varying delayed complex networks".SCIENCE CHINA-TECHNOLOGICAL SCIENCES 62.1(2019):94-105.