Global Asymptotic Stability of Switched Neural Networks with Delays
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-12-29
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
This paper investigates the global asymptotic stability of a class of switched neural networks with delays.
Several new criteria ensuring global asymptotic stability in terms of linear matrix inequalities (LMIs) are obtained via Lyapunov-Krasovskii functional.
And here, we adopt the quadratic convex approach, which is different from the linear and reciprocal convex combinations that are extensively used in recent literature.
In addition, the proposed results here are very easy to be verified and complemented.
Finally, a numerical example is provided to illustrate the effectiveness of the results.
American Psychological Association (APA)
Lu, Zhenyu& Li, Kai& Li, Yan. 2015. Global Asymptotic Stability of Switched Neural Networks with Delays. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1074564
Modern Language Association (MLA)
Lu, Zhenyu…[et al.]. Global Asymptotic Stability of Switched Neural Networks with Delays. Mathematical Problems in Engineering No. 2015 (2015), pp.1-11.
https://search.emarefa.net/detail/BIM-1074564
American Medical Association (AMA)
Lu, Zhenyu& Li, Kai& Li, Yan. Global Asymptotic Stability of Switched Neural Networks with Delays. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1074564
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074564