Finite-Time Nonfragile Dissipative Control for Discrete-Time Neural Networks with Markovian Jumps and Mixed Time-Delays
Joint Authors
Chen, Dongyan
Hou, Ling
He, Chan
Source
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-06-20
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Abstract EN
This paper considers the stochastic finite-time dissipative (SFTD) control problem based on nonfragile controller for discrete-time neural networks (NNS) with Markovian jumps and mixed delays, in which the mode switching phenomenon, is described as Markov chain, and the mixed delays are composed of discrete time-varying delay and distributed delays.
First, by selecting an appropriate Lyapunov-Krasovskii functional and applying stochastic analysis methods, some parameters-dependent sufficient conditions for solvability of stochastic finite-time boundedness are derived.
Then, the main results are extended to SFTD control.
Furthermore, existence condition of nonfragile controller is derived based on solution of linear matrix inequalities (LMIs).
Finally, two numerical examples are employed to show the effectiveness of the obtained methods.
American Psychological Association (APA)
Hou, Ling& Chen, Dongyan& He, Chan. 2019. Finite-Time Nonfragile Dissipative Control for Discrete-Time Neural Networks with Markovian Jumps and Mixed Time-Delays. Complexity،Vol. 2019, no. 2019, pp.1-17.
https://search.emarefa.net/detail/BIM-1132193
Modern Language Association (MLA)
Hou, Ling…[et al.]. Finite-Time Nonfragile Dissipative Control for Discrete-Time Neural Networks with Markovian Jumps and Mixed Time-Delays. Complexity No. 2019 (2019), pp.1-17.
https://search.emarefa.net/detail/BIM-1132193
American Medical Association (AMA)
Hou, Ling& Chen, Dongyan& He, Chan. Finite-Time Nonfragile Dissipative Control for Discrete-Time Neural Networks with Markovian Jumps and Mixed Time-Delays. Complexity. 2019. Vol. 2019, no. 2019, pp.1-17.
https://search.emarefa.net/detail/BIM-1132193
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1132193