Global Robust Stability of Switched Interval Neural Networks with Discrete and Distributed Time-Varying Delays of Neural Type

المؤلفون المشاركون

Xu, Guohua
Guo, Qiangqiang
Wu, Huaiqin
Wang, Kewang
Li, Ning

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2012، العدد 2012 (31 ديسمبر/كانون الأول 2012)، ص ص. 1-18، 18ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2011-10-10

دولة النشر

مصر

عدد الصفحات

18

التخصصات الرئيسية

هندسة مدنية

الملخص EN

By combing the theories of the switched systems and the interval neural networks, the mathematics model of the switched interval neural networks with discrete and distributed time-varying delays of neural type is presented.

A set of the interval parameter uncertainty neural networks with discrete and distributed time-varying delays of neural type are used as the individual subsystem, and an arbitrary switching rule is assumed to coordinate the switching between these networks.

By applying the augmented Lyapunov-Krasovskii functional approach and linear matrix inequality (LMI) techniques, a delay-dependent criterion is achieved to ensure to such switched interval neural networks to be globally asymptotically robustly stable in terms of LMIs.

The unknown gain matrix is determined by solving this delay-dependent LMIs.

Finally, an illustrative example is given to demonstrate the validity of the theoretical results.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Wu, Huaiqin& Li, Ning& Wang, Kewang& Xu, Guohua& Guo, Qiangqiang. 2011. Global Robust Stability of Switched Interval Neural Networks with Discrete and Distributed Time-Varying Delays of Neural Type. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-18.
https://search.emarefa.net/detail/BIM-1029554

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Wu, Huaiqin…[et al.]. Global Robust Stability of Switched Interval Neural Networks with Discrete and Distributed Time-Varying Delays of Neural Type. Mathematical Problems in Engineering No. 2012 (2012), pp.1-18.
https://search.emarefa.net/detail/BIM-1029554

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Wu, Huaiqin& Li, Ning& Wang, Kewang& Xu, Guohua& Guo, Qiangqiang. Global Robust Stability of Switched Interval Neural Networks with Discrete and Distributed Time-Varying Delays of Neural Type. Mathematical Problems in Engineering. 2011. Vol. 2012, no. 2012, pp.1-18.
https://search.emarefa.net/detail/BIM-1029554

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1029554