Synchronization processes in complex networks
Preprint
- 23 October 2006
Abstract
We present an extended analysis, based on the dynamics towards synchronization of a system of coupled oscillators, of the hierarchy of communities in complex networks. In the synchronization process, different structures corresponding to well defined communities of nodes appear in a hierarchical way. The analysis also provides a useful connection between synchronization dynamics, complex networks topology and spectral graph analysis.Keywords
All Related Versions
- Version 1, 2006-10-23, ArXiv
- Published version: Physica D: Nonlinear Phenomena, 224 (1-2), 27.
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