Esquivel-Gómez J, Arjona-Villicaña P D, Stevens-Navarro E, Pineda-Rico U, Balderas-Navarro R E, Acosta-Elias J
1] Instituto de Investigación en Comunicación Óptica, Universidad Autónoma de San Luis Potosí (UASLP), México [2] Facultad de Ciencias, Universidad Autónoma de San Luis Potosí (UASLP), México.
Facultad de Ingenieria, Universidad Autónoma de San Luis Potosí (UASLP), México.
Sci Rep. 2015 Mar 13;5:9067. doi: 10.1038/srep09067.
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 ∞.
出度分布是用于表征真实复杂网络时报道最多的拓扑特性之一。此特性描述了网络中一个节点具有特定数量出边链接的概率。已发现,在许多真实复杂网络中,出度具有类似于幂律分布的行为,因此已提出一些网络增长模型来近似这种行为。本文介绍了一种新的增长模型,该模型能够生成指数在1到∞范围内呈幂律衰减的出度分布。