Network synchronization: Spectral versus statistical properties

Details Network synchronization: Spectral versus statistical properties Network synchronization: Spectral versus statistical properties

2007-06-20

arxiv.org/abs/0706.3069v1

Physica D 224:35-41 (2006)

Physics

Condensed Matter

Disordered Systems and Neural Networks

Scientific paper

10.1016/j.physd.2006.09.018

We consider synchronization of weighted networks, possibly with asymmetrical connections. We show that the synchronizability of the networks cannot be directly inferred from their statistical properties. Small local changes in the network structure can sensitively affect the eigenvalues relevant for synchronization, while the gross statistical network properties remain essentially unchanged. Consequently, commonly used statistical properties, including the degree distribution, degree homogeneity, average degree, average distance, degree correlation, and clustering coefficient, can fail to characterize the synchronizability of networks.

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