Delay-Dependent Guaranteed Cost Controller Design for Uncertain Neural Networks with Interval Time-Varying Delay
Joint Authors
Rajchakit, Grienggrai
Rajchakit, Manlika
Rojsiraphisal, T.
Niamsup, P.
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-11-07
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
This paper studies the problem of guaranteed cost control for a class of uncertain delayed neural networks.
The time delay is a continuous function belonging to a given interval but not necessary to be differentiable.
A cost function is considered as a nonlinear performance measure for the closed-loop system.
The stabilizing controllers to be designed must satisfy some exponential stability constraints on the closed-loop poles.
By constructing a set of augmented Lyapunov-Krasovskii functionals combined with Newton-Leibniz formula, a guaranteed cost controller is designed via memoryless state feedback control, and new sufficient conditions for the existence of the guaranteed cost state feedback for the system are given in terms of linear matrix inequalities (LMIs).
Numerical examples are given to illustrate the effectiveness of the obtained result.
American Psychological Association (APA)
Rajchakit, Manlika& Niamsup, P.& Rojsiraphisal, T.& Rajchakit, Grienggrai. 2012. Delay-Dependent Guaranteed Cost Controller Design for Uncertain Neural Networks with Interval Time-Varying Delay. Abstract and Applied Analysis،Vol. 2012, no. 2012, pp.1-16.
https://search.emarefa.net/detail/BIM-483044
Modern Language Association (MLA)
Rajchakit, Manlika…[et al.]. Delay-Dependent Guaranteed Cost Controller Design for Uncertain Neural Networks with Interval Time-Varying Delay. Abstract and Applied Analysis No. 2012 (2012), pp.1-16.
https://search.emarefa.net/detail/BIM-483044
American Medical Association (AMA)
Rajchakit, Manlika& Niamsup, P.& Rojsiraphisal, T.& Rajchakit, Grienggrai. Delay-Dependent Guaranteed Cost Controller Design for Uncertain Neural Networks with Interval Time-Varying Delay. Abstract and Applied Analysis. 2012. Vol. 2012, no. 2012, pp.1-16.
https://search.emarefa.net/detail/BIM-483044
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-483044