identifyingtopologiesandsystemparametersofuncertaintimevaryingdelayedcomplexnetworks

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	identifyingtopologiesandsystemparametersofuncertaintimevaryingdelayedcomplexnetworks
	WANG Xiong 1; GU HaiBo 1; WANG QianYao 1; LU JinHu 1
	2019
发表期刊	中国科学技术科学英文版
ISSN	1674-7321
卷号	062 期号:001 页码:94
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.
语种	英语
资助项目	[National Key Research and Development Program of China] ; [National Natural Science Foundation of China]
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/36627
专题	中国科学院数学与系统科学研究院
作者单位	1.LSC,Academy of Mathematics and Systems Science,Chinese Academy of Sciences 2.中国科学院 3.School of Automation Science and Electrical Engineering,State Key Laboratory of Software Development Environment,and Beijing Advanced Innovation Center for Big Data and Brain Computing,Beihang University
推荐引用方式 GB/T 7714	WANG Xiong,GU HaiBo,WANG QianYao,et al. identifyingtopologiesandsystemparametersofuncertaintimevaryingdelayedcomplexnetworks[J]. 中国科学技术科学英文版,2019,062(001):94.
APA	WANG Xiong,GU HaiBo,WANG QianYao,&LU JinHu.(2019).identifyingtopologiesandsystemparametersofuncertaintimevaryingdelayedcomplexnetworks.中国科学技术科学英文版,062(001),94.
MLA	WANG Xiong,et al."identifyingtopologiesandsystemparametersofuncertaintimevaryingdelayedcomplexnetworks".中国科学技术科学英文版 062.001(2019):94.