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一类具有马尔可夫切换的中立型复杂动力网络的H∞簇同步

H ∞ cluster synchronization for a class of neutral complex dynamical networks with Markovian switching.

作者信息

Liu Xinghua

机构信息

Department of Auto, School of Information Science and Technology, University of Science and Technology of China, Anhui 230027, China.

出版信息

ScientificWorldJournal. 2014;2014:785706. doi: 10.1155/2014/785706. Epub 2014 Apr 27.

Abstract

H ∞ cluster synchronization problem for a class of neutral complex dynamical networks (NCDNs) with Markovian switching is investigated in this paper. Both the retarded and neutral delays are considered to be interval mode dependent and time varying. The concept of H ∞ cluster synchronization is proposed to quantify the attenuation level of synchronization error dynamics against the exogenous disturbance of the NCDNs. Based on a novel Lyapunov functional, by employing some integral inequalities and the nature of convex combination, mode delay-range-dependent H ∞ cluster synchronization criteria are derived in the form of linear matrix inequalities which depend not only on the disturbance attenuation but also on the initial values of the NCDNs. Finally, numerical examples are given to demonstrate the feasibility and effectiveness of the proposed theoretical results.

摘要

本文研究了一类具有马尔可夫切换的中立型复杂动力网络(NCDNs)的H∞簇同步问题。时滞和中立时滞都被认为是依赖于区间模式且时变的。提出了H∞簇同步的概念,以量化同步误差动力学对外生干扰的衰减水平。基于一个新颖的李雅普诺夫泛函,通过运用一些积分不等式和凸组合的性质,以线性矩阵不等式的形式推导了依赖于模式时滞范围的H∞簇同步准则,该准则不仅依赖于干扰衰减,还依赖于NCDNs的初始值。最后,给出了数值例子来验证所提理论结果的可行性和有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a795/4032659/a10c7e0095b7/TSWJ2014-785706.001.jpg

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