Finite-Time Stabilization for Stochastic Inertial Neural Networks with Time-Delay via Nonlinear Delay Controller
Joint Authors
Chen, Guici
Li, Deyi
Wang, Yuanyuan
Zhu, Shasha
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-10-09
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
This paper pays close attention to the problem of finite-time stabilization related to stochastic inertial neural networks with or without time-delay.
By establishing proper Lyapunov-Krasovskii functional and making use of matrix inequalities, some sufficient conditions on finite-time stabilization are obtained and the stochastic settling-time function is also estimated.
Furthermore, in order to achieve the finite-time stabilization, both delayed and nondelayed nonlinear feedback controllers are designed, respectively, in terms of solutions to a set of linear matrix inequalities (LMIs).
Finally, a numerical example is provided to demonstrate the correction of the theoretical results and the effectiveness of the proposed control design method.
American Psychological Association (APA)
Li, Deyi& Wang, Yuanyuan& Chen, Guici& Zhu, Shasha. 2018. Finite-Time Stabilization for Stochastic Inertial Neural Networks with Time-Delay via Nonlinear Delay Controller. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1206555
Modern Language Association (MLA)
Li, Deyi…[et al.]. Finite-Time Stabilization for Stochastic Inertial Neural Networks with Time-Delay via Nonlinear Delay Controller. Mathematical Problems in Engineering No. 2018 (2018), pp.1-11.
https://search.emarefa.net/detail/BIM-1206555
American Medical Association (AMA)
Li, Deyi& Wang, Yuanyuan& Chen, Guici& Zhu, Shasha. Finite-Time Stabilization for Stochastic Inertial Neural Networks with Time-Delay via Nonlinear Delay Controller. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-11.
https://search.emarefa.net/detail/BIM-1206555
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1206555