Synchronization interfaces and overlapping communities in complex networks
Statistical Mechanics
2010-12-07 v1 Adaptation and Self-Organizing Systems
Physics and Society
Abstract
We show that a complex network of phase oscillators may display interfaces between domains (clusters) of synchronized oscillations. The emergence and dynamics of these interfaces are studied in the general framework of interacting phase oscillators composed of either dynamical domains (influenced by different forcing processes), or structural domains (modular networks). The obtained results allow to give a functional definition of overlapping structures in modular networks, and suggest a practical method to identify them. As a result, our algorithm could detect information on both single overlapping nodes and overlapping clusters.
Cite
@article{arxiv.0807.0521,
title = {Synchronization interfaces and overlapping communities in complex networks},
author = {D. Li and I. Leyva and J. A. Almendral and I. Sendina-Nadal and J. M. Buldu and S. Havlin and S. Boccaletti},
journal= {arXiv preprint arXiv:0807.0521},
year = {2010}
}
Comments
5 pages, 4 figures