Synchronization of Complex Dynamical Networks with Stochastic Delays

摘要：

A class of complex dynamical networks with stochastic coupling delays is proposed in this paper. The occurrence probability distribution of the stochastic delay is assumed to be known in prior. By utilizing a novel Lyapunov-Krasovskii function and stochastic analysis techniques, a sufficient criterion for the asymptotical synchronization in the mean square is obtained in the form of linear matrix inequalities, and the derived condition depends not only on the delay bounds, but also on the occurrence probability distribution of the delay. Finally, a numerical example is given to illustrate the feasibility and effectiveness of the proposed method.

关键词： complex dynamical network synchronization stochastic delay linear matrix inequality

作者: Jing-Wen Yi Yan-Wu Wang Jiang-Wen Xiao Yang Song

作者单位: Department of Control Science and EngineeringHuazhong University of Science and Technology, Wuhan 43 Department of Control Science and Engineering Huazhong University of Science and Technology, Wuhan 4

会议类型: 国际会议

会议名称: The 31st Chinese Control Conference(第三十一届中国控制会议)

会议地点: 合肥

会议语种:英文

页码: 1095-1100

在线出版日期: 2012-07-01（万方平台首次上网日期，不代表论文的发表时间）