Global Robust Stability of Switched Interval Neural Networks with Discrete and Distributed Time-Varying Delays of Neural Type
Joint Authors
Xu, Guohua
Guo, Qiangqiang
Wu, Huaiqin
Wang, Kewang
Li, Ning
Source
Mathematical Problems in Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-18, 18 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-10-10
Country of Publication
Egypt
No. of Pages
18
Main Subjects
Abstract EN
By combing the theories of the switched systems and the interval neural networks, the mathematics model of the switched interval neural networks with discrete and distributed time-varying delays of neural type is presented.
A set of the interval parameter uncertainty neural networks with discrete and distributed time-varying delays of neural type are used as the individual subsystem, and an arbitrary switching rule is assumed to coordinate the switching between these networks.
By applying the augmented Lyapunov-Krasovskii functional approach and linear matrix inequality (LMI) techniques, a delay-dependent criterion is achieved to ensure to such switched interval neural networks to be globally asymptotically robustly stable in terms of LMIs.
The unknown gain matrix is determined by solving this delay-dependent LMIs.
Finally, an illustrative example is given to demonstrate the validity of the theoretical results.
American Psychological Association (APA)
Wu, Huaiqin& Li, Ning& Wang, Kewang& Xu, Guohua& Guo, Qiangqiang. 2011. Global Robust Stability of Switched Interval Neural Networks with Discrete and Distributed Time-Varying Delays of Neural Type. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-18.
https://search.emarefa.net/detail/BIM-1029554
Modern Language Association (MLA)
Wu, Huaiqin…[et al.]. Global Robust Stability of Switched Interval Neural Networks with Discrete and Distributed Time-Varying Delays of Neural Type. Mathematical Problems in Engineering No. 2012 (2012), pp.1-18.
https://search.emarefa.net/detail/BIM-1029554
American Medical Association (AMA)
Wu, Huaiqin& Li, Ning& Wang, Kewang& Xu, Guohua& Guo, Qiangqiang. Global Robust Stability of Switched Interval Neural Networks with Discrete and Distributed Time-Varying Delays of Neural Type. Mathematical Problems in Engineering. 2011. Vol. 2012, no. 2012, pp.1-18.
https://search.emarefa.net/detail/BIM-1029554
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1029554