Finite-time topology identification and stochastic synchronization of complex network with multiple time delays

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• 作者：Hui Zhao^aAuthor Vitae ; Lixiang Li^b ; ^{li_lixiang2006@163.com}Author Vitae ; Haipeng Peng^bAuthor Vitae ; Jinghua Xiao^aAuthor Vitae ; Yixian Yang^b ; ^cAuthor Vitae ; Mingwen Zheng^aAuthor Vitae
• 关键词：Finite-time synchronization ; Multiple time delays ; Topology identification ; Stochastic noise perturbations
• 刊名：Neurocomputing
• 出版年：2017
• 出版时间：5 January 2017
• 年：2017
• 卷：219
• 期：Complete
• 页码：39-49
• 全文大小：1101 K
• 卷排序：219

文摘

This paper investigates issues of finite-time topological identification and stochastic synchronization for two complex networks with multiple time delays. In the paper, we propose two different approaches to identify the topological structure and guarantee stochastic synchronization for complex networks in finite time, which are achieved based on finite-time stability theory and properties of Wiener process. Several useful finite-time synchronization and identification criteria are obtained simultaneously based on adaptive feedback control method. In the final section, numerical examples are examined to illustrate the effectiveness of the analytical results.