Global synchronization in finite time for fractional-order coupling complex dynamical networks with discontinuous dynamic nodes

被引:15
|
作者
Jia, You [1 ]
Wu, Huaiqin [1 ]
机构
[1] Yanshan Univ, Sch Sci, Qinhuangdao 066001, Hebei, Peoples R China
关键词
Complex dynamical networks; Global synchronization in finite time; Lur'e Postnikov-type Lyapunov functional; Linear matrix inequality; Adaptive control strategy; VALUED NEURAL-NETWORKS; MITTAG-LEFFLER SYNCHRONIZATION; STABILITY ANALYSIS; PROJECTIVE SYNCHRONIZATION; LAG SYNCHRONIZATION; FIXED-TIME; DISSIPATIVITY; DELAYS;
D O I
10.1016/j.neucom.2019.05.036
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The global Mittag-Leffler synchronization and global synchronization problem in finite time for fractional-order complex networks which with discontinuous nodes is studied in this paper. When the coupling matrix is time-varying and unknown, under the designed adaptive law with respect to the coupling matrix, by utilizing nonsmooth analysis method and Lyapunov functional approach as well as Laplace transform technique, the conditions of global Mittag-Leffler synchronization are achieved in terms of linear matrix inequalities (LMIs). When the coupling matrix is invariable and known, under the designed feedback controller, and by constructing a Lur'e Postnikov-type Lyapunov functional, the conditions of global synchronization in finite time are established, which are in the form of LMIs, and the upper bound of the settling time is explicitly evaluated. Finally, two examples are provided to illustrate the validity of the proposed design method and theoretical results. (C) 2019 Elsevier B.V. All rights reserved.
引用
收藏
页码:20 / 32
页数:13
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