Adaptive output synchronization of complex delayed dynamical networks with output coupling

被引：57
|
作者：
Wang, Jin-Liang [1 ,2 ]
Wu, Huai-Ning [2 ]
机构：
[1] Tianjin Polytech Univ, Sch Comp Sci & Software Engn, Tianjin 300387, Peoples R China
[2] Beihang Univ, Sch Automat Sci & Elect Engn, Sci & Technol Aircraft Control Lab, Beijing 100191, Peoples R China
来源：
NEUROCOMPUTING | 2014年 / 142卷
基金：
中国国家自然科学基金;
关键词：
Complex networks; Output synchronization; Adaptive control; Output coupling; TIME-VARYING DELAYS; EXPONENTIAL SYNCHRONIZATION; NEURAL-NETWORKS; CRITERIA;
D O I：
10.1016/j.neucom.2014.04.050
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In the present paper, two Winds of adaptive output synchronization problems for a complex delayed dynamical network with output coupling are investigated, that is, the cases with positive definite output matrix and with semi-positive definite output matrix. For the former, by using adaptive control method, a sufficient condition is obtained to guarantee the output synchronization of the complex dynamical network. In addition, a pinning adaptive output synchronization criterion is also derived for such network model. Then we extend these results to the case when the output matrix is semi-positive definite. Finally, two numerical examples are provided to illustrate the effectiveness of the proposed results. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码：174 / 181
页数：8
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