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A novel configuration model for random graphs with given degree sequence
Authors:Xu Xin-Ping and Liu Feng
Affiliation:Institute of Particle Physics, Huazhong Normal University, Wuhan 430079, China
Abstract:Recently, random graphs in which vertices are characterized by hidden variables controlling the establishment of edges between pairs of vertices have attracted much attention. This paper presents a specific realization of a class of random network models in which the connection probability between two vertices (i,j) is a specific function of degrees ki and kj. In the framework of the configuration model of random graphs, we find the analytical expressions for the degree correlation and clustering as a function of the variance of the desired degree distribution. The obtained expressions are checked by means of numerical simulations. Possible applications of our model are discussed.
Keywords:random graphs  configuration model  correlations
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