Exact Solutions of a Generalized Weighted Scale Free Network
Author(s) -
Tan Li,
Dingyou Lei
Publication year - 2013
Publication title -
journal of applied mathematics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.307
H-Index - 43
eISSN - 1687-0042
pISSN - 1110-757X
DOI - 10.1155/2013/902519
Subject(s) - vertex (graph theory) , scale free network , mathematics , vertex model , enhanced data rates for gsm evolution , distribution (mathematics) , weight distribution , combinatorics , complex network , statistical physics , computer science , graph , mathematical analysis , physics , telecommunications , thermodynamics
We investigate a class of generalized weighted scale-free networks, where the new vertex connects to m pairs of vertices selected preferentially. The key contribution of this paper is that, from the standpoint of random processes, we provide rigorous analytic solutions for the steady state distributions, including the vertex degree distribution, the vertex strength distribution and the edge weight distribution. Numerical simulations indicate that this network model yields three power law distributions for the vertex degrees, vertex strengths and edge weights, respectively
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