Chaos An Interdisciplinary Journal of Nonlinear Science · 2009 · 141 citations · 36 references
Community StructureDynamic NetworkNetwork ScienceEngineeringSynchronization ProtocolCommunity MiningNetwork AnalysisSynchronization DynamicsEducationNetwork DynamicComputer ScienceNetwork TheoryCommunity DetectionCluster SynchronizationSocial Network AnalysisStability
In this paper dynamical networks with community structure and nonidentical nodes and with identical local dynamics for all individual nodes in each community are considered. The cluster synchronization of these networks with or without time delay is studied by using some feedback control schemes. Several sufficient conditions for achieving cluster synchronization are obtained analytically and are further verified numerically by some examples with chaotic or nonchaotic nodes. In addition, an essential relation between synchronization dynamics and local dynamics is found by detailed analysis of dynamical networks without delay through the stage detection of cluster synchronization.
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Emergence of Scaling in Random Networks
Albert-Ĺaszló Barabási, Réka Albert · Science · 1999 · 35.7K citations · Full text
The Structure and Function of Complex Networks
Michael Newman · SIAM Review · 2003 · 18.4K citations · Full text