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.
机构:
Xi An Jiao Tong Univ, Dept Appl Math, Xian 710049, Shaanxi, Peoples R China
China Jiliang Univ, Coll Sci, Hangzhou 310018, Zhejiang, Peoples R ChinaXi An Jiao Tong Univ, Dept Appl Math, Xian 710049, Shaanxi, Peoples R China
Fang, Qingxiang
Peng, Jigen
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机构:
Xi An Jiao Tong Univ, Dept Appl Math, Xian 710049, Shaanxi, Peoples R ChinaXi An Jiao Tong Univ, Dept Appl Math, Xian 710049, Shaanxi, Peoples R China
机构:
Southeast Univ, Sch Math, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
Xizang Minzu Univ, Sch Educ, Xianyang, Peoples R ChinaSoutheast Univ, Sch Math, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
Ding, Xiaoshuai
Cao, Jinde
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机构:
Southeast Univ, Sch Math, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
King Abdulaziz Univ, Fac Sci, Dept Math, Jeddah 21589, Saudi ArabiaSoutheast Univ, Sch Math, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
Cao, Jinde
Alsaadi, Fuad E.
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机构:
King Abdulaziz Univ, Fac Engn, Dept Elect & Comp Engn, Jeddah, Saudi ArabiaSoutheast Univ, Sch Math, Res Ctr Complex Syst & Network Sci, Nanjing 210096, Jiangsu, Peoples R China
机构:
Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Xi An Jiao Tong Univ, Sch Elect Engn, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Zhu, Darui
Liu, Ling
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机构:
Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Xi An Jiao Tong Univ, Sch Elect Engn, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Liu, Ling
Liu, Chongxin
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机构:
Xi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Xi An Jiao Tong Univ, Sch Elect Engn, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China