![](/images/graphics-bg.png)
Exponential Stabilization of Coupled Hybrid Stochastic Delayed BAM Neural Networks: A Periodically Intermittent Control Method
Joint Authors
Peng, Yunjian
Zhao, Birong
Sun, Weijie
Deng, Feiqi
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-12-02
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
This paper considers exponential stabilization for a class of coupled hybrid stochastic delayed bidirectional associative memory neural networks (HSD-BAM-NN) with reaction-diffusion terms.
A periodically intermittent controller is proposed to exponentially stabilize such an unstable HSD-BAM-NN, and sufficient conditions of the closed-loop BAM-NN system with exponential stabilization are derived by using Lyapunov-Krasovskii functional method, stochastic analysis techniques, and integral inequality property, which decide the basic parameters of the proposed controller.
Furthermore, a framework to establish simulation algorithm with sampled states is presented to implement the stabilization controller.
With a HSD-BAM-NN model of power synchronization in a photovoltaic (PV) array field, we illustrate numerical simulation results to verify the correctness and effectiveness of the proposed controller.
American Psychological Association (APA)
Peng, Yunjian& Zhao, Birong& Sun, Weijie& Deng, Feiqi. 2018. Exponential Stabilization of Coupled Hybrid Stochastic Delayed BAM Neural Networks: A Periodically Intermittent Control Method. Complexity،Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1132969
Modern Language Association (MLA)
Peng, Yunjian…[et al.]. Exponential Stabilization of Coupled Hybrid Stochastic Delayed BAM Neural Networks: A Periodically Intermittent Control Method. Complexity No. 2018 (2018), pp.1-14.
https://search.emarefa.net/detail/BIM-1132969
American Medical Association (AMA)
Peng, Yunjian& Zhao, Birong& Sun, Weijie& Deng, Feiqi. Exponential Stabilization of Coupled Hybrid Stochastic Delayed BAM Neural Networks: A Periodically Intermittent Control Method. Complexity. 2018. Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1132969
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1132969