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On a growth model for complex networks capable of producing power-law out-degree distributions with wide range exponents

The out-degree distribution is one of the most reported topological properties to characterize real complex networks. This property describes the probability that a node in the network has a particular number of outgoing links. It has been found that in many real complex networks the out-degree has...

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Detalles Bibliográficos
Autores principales: Esquivel-Gómez, J., Arjona-Villicaña, P. D., Stevens-Navarro, E., Pineda-Rico, U., Balderas-Navarro, R. E., Acosta-Elias, J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4358025/
https://www.ncbi.nlm.nih.gov/pubmed/25765763
http://dx.doi.org/10.1038/srep09067
Descripción
Sumario:The out-degree distribution is one of the most reported topological properties to characterize real complex networks. This property describes the probability that a node in the network has a particular number of outgoing links. It has been found that in many real complex networks the out-degree has a behavior similar to a power-law distribution, therefore some network growth models have been proposed to approximate this behavior. This paper introduces a new growth model that allows to produce out-degree distributions that decay as a power-law with an exponent in the range from 1 to ∞.