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Generation of uncorrelated random scale-free networks

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Catanzaro, Michele, Boguñá, Marián, Pastor-Satorras, Romualdo·2005·Physical Review E

Abstract

Uncorrelated random scale-free networks are useful null models to check the accuracy and the analytical solutions of dynamical processes defined on complex networks. We propose and analyze a model capable of generating random uncorrelated scale-free networks with no multiple and self-connections. The model is based on the classical configuration model, with an additional restriction on the maximum possible degree of the vertices. We check numerically that the proposed model indeed generates scale-free networks with no two- and three-vertex correlations, as measured by the average degree of the nearest neighbors and the clustering coefficient of the vertices of degree k , respectively.

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Metadata

Authors
Catanzaro, M., Boguñá, M., & Pastor-Satorras, R.
Venue
Physical Review E
Published
2005-02-24
Volume
71
Issue
2
Pages
027103-027103
ISSN
  • 1539-3755 (ISSN-L)
  • 1550-2376
OpenAlex
W2111769183
Cited by
739
References
3
FWCI
15.77
Type
journal article
Language
en
Open access
bronze

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CoChat. (2026). Citation check: Generation of uncorrelated random scale-free networks. https://app.cochat.ai/papers/10.1103/physreve.71.027103
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Catanzaro, M., Boguñá, M., & Pastor-Satorras, R. (2005). Generation of uncorrelated random scale-free networks. Physical Review E. https://doi.org/10.1103/physreve.71.027103

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

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