Mean-Square Exponential Synchronization of Stochastic Complex Dynamical Networks with Switching Topology by Impulsive Control

被引：0
作者：
Wu, Xuefei [1 ,2 ]
Xu, Chen [3 ]
机构：
[1] Shenzhen Polytech, Sch Comp Engn, Shenzhen 518055, Peoples R China
[2] Shenzhen Univ, Coll Informat & Engn, Shenzhen 518060, Peoples R China
[3] Shenzhen Univ, Inst Intelligent Comp Sci, Shenzhen 518060, Peoples R China
来源：
DISCRETE DYNAMICS IN NATURE AND SOCIETY | 2013年 / 2013卷
基金：
美国国家科学基金会;
关键词：
NEURAL-NETWORKS; SYSTEMS; DELAYS; CRITERIA;
D O I：
10.1155/2013/932058
中图分类号：
O1 [数学];
学科分类号：
0701 ; 070101 ;
摘要：
This paper investigates the mean-square exponential synchronization issues of delayed stochastic complex dynamical networks with switching topology and impulsive control. By using the Lyapunov functional method, impulsive control theory, and linear matrix inequality (LMI) approaches, some sufficient conditions are derived to guarantee the mean-square exponential synchronization of delay complex dynamical network with switch topology, which are independent of the network size and switch topology. Numerical simulations are given to illustrate the effectiveness of the obtained results in the end.
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页数：8
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