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

被引:0
作者
J. Esquivel-Gómez
P. D. Arjona-Villicaña
E. Stevens-Navarro
U. Pineda-Rico
R. E. Balderas-Navarro
J. Acosta-Elias
机构
[1] Instituto de Investigación en Comunicación Óptica,
[2] Universidad Autónoma de San Luis Potosí (UASLP),undefined
[3] Facultad de Ciencias,undefined
[4] Universidad Autónoma de San Luis Potosí (UASLP),undefined
[5] Facultad de Ingenieria,undefined
[6] Universidad Autónoma de San Luis Potosí (UASLP),undefined
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Scientific Reports | / 5卷
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摘要
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 ∞.
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[1]  
Jeong H(2000)The large-scale organization of metabolic networks Nature 407 651-655
[2]  
Tombor B(1999)Diameter of the World-Wide Web Nature 401 130-97
[3]  
Albert R(2002)Scale-free topology of e-mail networks Phys. Rev. E 66 035103(R)-187
[4]  
Oltvai Z(2002)Statistical mechanics of complex networks Reviews of Modern Physics 74 47-undefined
[5]  
Barabási A(2015)A growth model for directed complex networks with power-law shape in the out-degree distribution Sci. Rep. 5 7670-undefined
[6]  
Albert R(2000)Topology of evolving networks: local events and universality Phys. Rev. Lett. 85 5234-undefined
[7]  
Jeong H(1999)Mean-Field theory for scale-free random networks Physica A 272 173-undefined
[8]  
Barabási A(undefined)undefined undefined undefined undefined-undefined
[9]  
Ebel H(undefined)undefined undefined undefined undefined-undefined
[10]  
Mielsch L(undefined)undefined undefined undefined undefined-undefined