Partial topology identification of tempered fractional-order complex networks via synchronization method

被引:23
|
作者
Li, Zhiming [1 ]
Ma, Weiyuan [1 ]
Ma, Nuri [1 ]
机构
[1] Northwest Minzu Univ, Sch Math & Comp Sci, Lanzhou 730000, Peoples R China
基金
中国国家自然科学基金;
关键词
complex networks; fractional order; partial topology identification; synchronization; tempered; PARAMETER-ESTIMATION; STABILITY; DYNAMICS;
D O I
10.1002/mma.7549
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper studies the problem of partial topology identification of tempered fractional complex networks. By tempered fractional calculus theory and pinning controlling techniques of network synchronization, we propose a strategy that can greatly reduce the expense of the partial topology identification. This method can also identify the whole topology of tempered fractional complex network. Sufficient conditions are given to guarantee partial topology identification of tempered fractional complex networks by designing suitable controllers and parameters update law. This method can also achieve synchronization between the drive network and the response network. Finally, some numerical experiments are presented to verify the validity of the method.
引用
收藏
页码:3066 / 3079
页数:14
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