Cut-offs and finite size effects in scale-free networks

Details Cut-offs and finite size effects in scale-free networks Cut-offs and finite size effects in scale-free networks

2003-11-28

arxiv.org/abs/cond-mat/0311650v2

Eur. Phys. J. B 38, 205 (2004)

Physics

Condensed Matter

Disordered Systems and Neural Networks

5 pages, 2 figures. To appear in EPJB

Scientific paper

10.1140/epjb/e2004-00038-8

We analyze the degree distribution's cut-off in finite size scale-free networks. We show that the cut-off behavior with the number of vertices $N$ is ruled by the topological constraints induced by the connectivity structure of the network. Even in the simple case of uncorrelated networks, we obtain an expression of the structural cut-off that is smaller that the natural cut-off obtained by means of extremal theory arguments. The obtained results are explicitly applied in the case of the configuration model to recover the size scaling of tadpoles and multiple edges.

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