English

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

Disordered Systems and Neural Networks 2009-11-10 v2

Abstract

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 NN 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.

Keywords

Cite

@article{arxiv.cond-mat/0311650,
  title  = {Cut-offs and finite size effects in scale-free networks},
  author = {Marian Boguna and Romualdo Pastor-Satorras and Alessandro Vespignani},
  journal= {arXiv preprint arXiv:cond-mat/0311650},
  year   = {2009}
}

Comments

5 pages, 2 figures. To appear in EPJB