作者
Ricardo M Ferreira, Rita MC de Almeida, Leonardo G Brunnet
发表日期
2017/1/15
期刊
Physica A: Statistical Mechanics and its Applications
卷号
466
页码范围
105-110
出版商
North-Holland
简介
Barabási–Albert model describes many different natural networks, often yielding sensible explanations to the subjacent dynamics. However, finite size effects may prevent from discerning among different underlying physical mechanisms and from determining whether a particular finite system is driven by Barabási–Albert dynamics. Here we propose master equations for the evolution of the degrees, links and triangles distributions, solve them both analytically and by numerical iteration, and compare with numerical simulations. The analytic solutions for all these distributions predict the network evolution for systems as small as 100 nodes. The analytic method we developed is applicable for other classes of networks, representing a powerful tool to investigate the evolution of natural networks.
引用总数
20182019202020212022312
学术搜索中的文章
RM Ferreira, RMC de Almeida, LG Brunnet - Physica A: Statistical Mechanics and its Applications, 2017