Exponential Lagrange Stability for Markovian Jump Uncertain Neural Networks with Leakage Delay and Mixed Time-Varying Delays via Impulsive Control
Joint Authors
Zhu, Quanxin
Ali, M. Syed
Yogambigai, J.
Cai, Jingwei
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-06-20
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Abstract EN
The problem of exponential Lagrange stability analysis of Markovian jump neural networks with leakage delay and mixed time-varying delays is studied in this paper.
By utilizing the Lyapunov functional method, employing free-weighting matrix approach and inequality techniques in matrix form, we establish several novel stability criteria such that, for all admissible parameter uncertainties, the suggested neural network is exponentially stable in Lagrange sense.
The derived criteria are expressed in terms of linear matrix inequalities (LMIs).
A numerical example is provided to manifest the validity of the proposed results.
American Psychological Association (APA)
Yogambigai, J.& Ali, M. Syed& Zhu, Quanxin& Cai, Jingwei. 2018. Exponential Lagrange Stability for Markovian Jump Uncertain Neural Networks with Leakage Delay and Mixed Time-Varying Delays via Impulsive Control. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1208428
Modern Language Association (MLA)
Yogambigai, J.…[et al.]. Exponential Lagrange Stability for Markovian Jump Uncertain Neural Networks with Leakage Delay and Mixed Time-Varying Delays via Impulsive Control. Mathematical Problems in Engineering No. 2018 (2018), pp.1-15.
https://search.emarefa.net/detail/BIM-1208428
American Medical Association (AMA)
Yogambigai, J.& Ali, M. Syed& Zhu, Quanxin& Cai, Jingwei. Exponential Lagrange Stability for Markovian Jump Uncertain Neural Networks with Leakage Delay and Mixed Time-Varying Delays via Impulsive Control. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-15.
https://search.emarefa.net/detail/BIM-1208428
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1208428