Robust Stabilization and H ∞ Control for Uncertain Neural Networks with Mixed Time Delays
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-09-16
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
This paper is concerned with the problem of robust stabilization and H ∞ control for a class of uncertain neural networks.
For the robust stabilization problem, sufficient conditions are derived based on the quadratic convex combination property together with Lyapunov stability theory.
The feedback controller we design ensures the robust stability of uncertain neural networks with mixed time delays.
We further design a robust H ∞ controller which guarantees the robust stability of the uncertain neural networks with a given H ∞ performance level.
The delay-dependent criteria are derived in terms of LMI (linear matrix inequality).
Finally, numerical examples are provided to show the effectiveness of the obtained results.
American Psychological Association (APA)
Wen, Bin& Li, Hui& Liang, Li. 2015. Robust Stabilization and H ∞ Control for Uncertain Neural Networks with Mixed Time Delays. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1074478
Modern Language Association (MLA)
Wen, Bin…[et al.]. Robust Stabilization and H ∞ Control for Uncertain Neural Networks with Mixed Time Delays. Mathematical Problems in Engineering No. 2015 (2015), pp.1-13.
https://search.emarefa.net/detail/BIM-1074478
American Medical Association (AMA)
Wen, Bin& Li, Hui& Liang, Li. Robust Stabilization and H ∞ Control for Uncertain Neural Networks with Mixed Time Delays. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1074478
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074478