Global Synchronization Stability for Stochastic Complex Dynamical Networks with Probabilistic Interval Time-Varying Delays

被引：0
|
作者：
Hongjie Li
W. K. Wong
Yang Tang
机构：
[1] Jiaxing University,The College of Mathematics and Information and Engineering
[2] Hong Kong Polytechnic University,The Institute of Textile and Clothing
[3] Donghua University,The College of Information Science and Technology
[4] Potsdam Institute for Climate Impact Research,undefined
来源：
Journal of Optimization Theory and Applications | 2012年 / 152卷
关键词：
Stochastic complex dynamical networks; Synchronization stability; Time-varying delay;
D O I：
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中图分类号：
学科分类号：
摘要：
The synchronization problem for a class of complex dynamical networks with stochastic disturbances and probabilistic interval time-varying delays is investigated. Based on the stochastic analysis techniques and properties of the Kronecker product, some delay-dependent asymptotical synchronization stability criteria are derived in the form of linear matrix inequalities (LMIs). The solvability of derived conditions depends not only on the size of the delay, but also on the probability of Bernoulli stochastic variables. A numerical example is given to illustrate the feasibility and effectiveness of the proposed method.
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页码：496 / 516
页数：20
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