Distribution of edge load in scale-free trees

Attila Fekete, Gábor Vattay, and Ljupco Kocarev
Phys. Rev. E 73, 046102 – Published 3 April 2006

Abstract

Node betweenness has been studied recently by a number of authors, but until now less attention has been paid to edge betweenness. In this paper, we present an exact analytic study of edge betweenness in evolving scale-free and non-scale-free trees. We aim at the probability distribution of edge betweenness under the condition that a local property, the in-degree of the “younger” node of a randomly selected edge, is known. En route to the conditional distribution of edge betweenness the exact joint distribution of cluster size and in-degree, and its one-dimensional marginal distributions have been presented in the paper as well. From the derived probability distributions the expectation values of different quantities have been calculated. Our results provide an exact solution not only for infinite, but for finite networks as well.

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  • Received 27 October 2005

DOI:https://doi.org/10.1103/PhysRevE.73.046102

©2006 American Physical Society

Authors & Affiliations

Attila Fekete* and Gábor Vattay

  • Department of Physics of Complex Systems, Eötvös University, Pázmány P. sétány 1/A., H-1117 Budapest, Hungary

Ljupco Kocarev

  • Institute for Nonlinear Sciences, University of California, 9500 Gilman Drive, La Jolla, San Diego, California 92093, USA

  • *Electronic address: fekete@complex.elte.hu
  • Electronic address: vattay@complex.elte.hu
  • Electronic address: lkocarev@ucsd.edu

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Issue

Vol. 73, Iss. 4 — April 2006

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