H∞ Cluster Synchronization for a Class of Neutral Complex Dynamical Networks with Markovian Switching

被引:1
作者
Liu, Xinghua [1 ]
机构
[1] Univ Sci & Technol China, Sch Informat Sci & Technol, Dept Auto, Hefei 230027, Anhui, Peoples R China
来源
SCIENTIFIC WORLD JOURNAL | 2014年
关键词
NEURAL-NETWORKS; EXPONENTIAL SYNCHRONIZATION; GLOBAL SYNCHRONIZATION; DEPENDENT STABILITY; CRITERIA; SYSTEMS; JUMP; DELAYS;
D O I
10.1155/2014/785706
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
H-infinity 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-infinity 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-infinity 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.
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页数:20
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