Local and Global Synchronization Criteria for a Generalized Complex Dynamical Network Model
This paper investigates the local and global synchronization of a generalized complex dynamical network model with constant and delayed coupling. The uncoupled dynamical behavior at each node is general, and can be chaotic or otherwise. By constructing a new class of Lyapunov functionals combined with free-weighting matrices, a less conservative criterion ensuring delay-dependent synchronization is derived in terms of linear matrix inequalities(LMIs). Furthermore, the suffficient condition for the global synchronization of the generalized network is obtained. A prototype composed of the chaotic Duf.ng oscillators is discussed to illustrate the theoretical results and the effectiveness of the proposed synchronization scheme.
Complex Dynamical Networks Synchronization Neural Networks Linear Matrix Inequalities
Ming Gao Li Sheng
College of Information and Electrical Engineering, Shandong University of Science and Technology, Qi College of Information and Control Engineering,China University of Petroleum (East China), Dongying
国际会议
2011 China Control and Decision Conference(2011中国控制与决策会议 CCDC)
四川绵阳
英文
779-783
2011-05-23（万方平台首次上网日期，不代表论文的发表时间）