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

被引:272
作者
Boguña, M
Pastor-Satorras, R
Vespignani, A
机构
[1] Univ Barcelona, Dept Fis Fonamental, E-08028 Barcelona, Spain
[2] Univ Politecn Cataluna, Dept Fis & Engn Nucl, ES-08034 Barcelona, Spain
[3] Univ Paris 11, CNRS, UMR 8627, Phys Theor Lab, F-91405 Orsay, France
关键词
D O I
10.1140/epjb/e2004-00038-8
中图分类号
O469 [凝聚态物理学];
学科分类号
070205 ;
摘要
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 than 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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页码:205 / 209
页数:5
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