Nonstationary pattern in unsynchronizable complex networks

dc.creatorWang, Xingang
dc.creatorZhan, Meng
dc.creatorGuan, Ghuguang
dc.creatorLai, Choy Heng
dc.date2007-04-06
dc.date.accessioned2026-07-07T07:55:35Z
dc.date.available2026-07-07T07:55:35Z
dc.descriptionPattern formation and evolution in unsynchronizable complex networks are investigated. Due to the asymmetric topology, the synchronous patterns formed in complex networks are irregular and nonstationary. For coupling strength immediately out of the synchronizable region, the typical phenomenon is the on-off intermittency of the system dynamics. The patterns appeared in this process are signatured by the coexistence of a giant cluster, which comprises most of the nodes, and a few number of small clusters. The pattern evolution is characterized by the giant cluster irregularly absorbs or emits the small clusters. As the coupling strength leaves away from the synchronization bifurcation point, the giant cluster is gradually dissolved into a number of small clusters, and the system dynamics is characterized by the integration and separation of the small clusters. Dynamical mechanisms and statistical properties of the nonstationary pattern evolution are analyzed and conducted, and some scalings are newly revealed. Remarkably, it is found that the few active nodes, which escape from the giant cluster with a high frequency, are independent of the coupling strength while are sensitive to the bifurcation types. We hope our findings about nonstationary pattern could give additional understandings to the dynamics of complex systems and have implications to some real problems where systems maintain their normal functions only in the unsynchronizable state.
dc.description11 pages, 9 figures, preprints. Comments and suggestions are welcome
dc.identifierhttps://arxiv.org/abs/0704.0892
dc.identifierhttp://arxiv.org/abs/0704.0892
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/127020
dc.subjectChaotic Dynamics
dc.titleNonstationary pattern in unsynchronizable complex networks
dc.typetext

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