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Characteristic Modeling Approach for Complex Network Systems

delete2018-08-01
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陈蕾 封面图
陈蕾 (Lei Chen) *
X
Xinghuo Yu
C
Changyin Sun
DOI:10.1109/TSMC.2017.2737438delete
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摘要

摘要

En 中文
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.
Keyword:
Characteristic modeling
complex networks
complex systems
pinning control

期刊

IEEE Transactions on Cybernetics 封面图
IEEE Transactions on Cybernetics
IF:
10.5
论文数:
1.1W
被引数:
5.0W

机构

S
southeast university - china
学者数:
5.3W
论文数: 4.9W
被引数: 57
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