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identifyingtopologiesandsystemparametersofuncertaintimevaryingdelayedcomplexnetworks
WANG Xiong1; GU HaiBo1; WANG QianYao1; LU JinHu1
2019
Source Publication中国科学技术科学英文版
ISSN1674-7321
Volume062Issue:001Pages:94
AbstractNode 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.
Language英语
Funding Project[National Key Research and Development Program of China] ; [National Natural Science Foundation of China]
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/36627
Collection中国科学院数学与系统科学研究院
Affiliation1.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
Recommended Citation
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.
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