Robust finite-time H_∞ control for a class of uncertain switched neural networks of neutral-type with distributed time varying delays

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• 作者：M. Syed Ali ; ^{syedgru@gmail.com" class="auth_mail" title="E-mail the corresponding author}Author Vitae ; S. SaravananAuthor Vitae
• 关键词：Average dwell time approach ; Finite-time H&infin ; H&infin ; control ; Lyapunov&ndash ; Krasovskii method ; Switched neural networks ; Time-varying delay
• 刊名：Neurocomputing
• 出版年：2016
• 出版时间：12 February 2016
• 年：2016
• 卷：177
• 期：Complete
• 页码：454-468
• 全文大小：453 K

文摘

In this paper, we investigate finite-time H_∞$H_{\infty }$ control of uncertain switched neural networks of neutral type with distributed time varying delays. The mathematical model of the switched neural networks with distributed delays is established in which a set of neural networks are used as individual subsystems and an arbitrary switching rule is assumed, stability analysis for such switched neural networks is addressed based on the linear matrix inequality (LMI) and finite-time bounded average dwell time approach. Finite-time H_∞$H_{\infty }$ performance analysis was established for switched neural network of neutral type. Numerical examples are given to illustrate the usefulness of our proposed method.