Characteristic Modeling Approach for Complex Network Systems

Chen, L, Yu, X and Sun, C 2018, 'Characteristic Modeling Approach for Complex Network Systems', IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, no. 8, pp. 1383-1388.


Document type: Journal Article
Collection: Journal Articles

Title Characteristic Modeling Approach for Complex Network Systems
Author(s) Chen, L
Yu, X
Sun, C
Year 2018
Journal name IEEE Transactions on Systems, Man, and Cybernetics: Systems
Volume number 48
Issue number 8
Start page 1383
End page 1388
Total pages 6
Publisher IEEE
Abstract This paper proposes a sampled data-based modeling approach for complex network systems. A compression method, known as characteristic modeling, is used to construct microscopic models from macroscopic observations. Based on this model, a novel control method is also developed to achieve network synchronization. The proposed approach can reduce both the complexity of microscopic dynamics and overall networks. Its application to pinning control design validates the effectiveness of this approach.
Subject Electrical and Electronic Engineering not elsewhere classified
Keyword(s) Characteristic modeling
complex networks
complex systems
pinning control
DOI - identifier 10.1109/TSMC.2017.2737438
Copyright notice © 2017 IEEE
ISSN 2168-2216
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