Complex Networks on Hyperbolic Surfaces

Details Complex Networks on Hyperbolic Surfaces Complex Networks on Hyperbolic Surfaces

2004-08-20

arxiv.org/abs/cond-mat/0408443v1

Physica A 346 (2005) 20-26

Physics

Condensed Matter

Statistical Mechanics

8 Pages 3 Figures

Scientific paper

10.1016/j.physa.2004.08.045

We explore a novel method to generate and characterize complex networks by means of their embedding on hyperbolic surfaces. Evolution through local elementary moves allows the exploration of the ensemble of networks which share common embeddings and consequently share similar hierarchical properties. This method provides a new perspective to classify network-complexity both on local and global scale. We demonstrate by means of several examples that there is a strong relation between the network properties and the embedding surface.

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