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Growing networks with superjoiners.

作者信息

Jabr-Hamdan Ameerah, Sun Jie, Ben-Avraham Daniel

机构信息

Department of Physics, Clarkson University, Potsdam, New York 13699-5820, USA.

Department of Mathematics & Computer Science, Clarkson University, Potsdam, New York 13699-5815, USA.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2014 Nov;90(5-1):052812. doi: 10.1103/PhysRevE.90.052812. Epub 2014 Nov 17.

Abstract

We study the Krapivsky-Redner (KR) network growth model, but where new nodes can connect to any number of existing nodes, m, picked from a power-law distribution p(m)∼m^{-α}. Each of the m new connections is still carried out as in the KR model with probability redirection r (corresponding to degree exponent γ_{KR}=1+1/r in the original KR model). The possibility to connect to any number of nodes resembles a more realistic type of growth in several settings, such as social networks, routers networks, and networks of citations. Here we focus on the in-, out-, and total-degree distributions and on the potential tension between the degree exponent α, characterizing new connections (outgoing links), and the degree exponent γ_{KR}(r) dictated by the redirection mechanism.

摘要

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