Scale free networks by preferential depletion
Physics and Society
2015-05-27 v1 Statistical Mechanics
Social and Information Networks
Biological Physics
Computational Physics
Abstract
We show that not only preferential attachment but also preferential depletion leads to scale-free networks. The resulting degree distribution exponents is typically less than two (5/3) as opposed to the case of the growth models studied before where the exponents are larger. Our approach applies in particular to biological networks where in fact we find interesting agreement with experimental measurements. We investigate the most important properties characterizing these networks, as the cluster size distribution, the average shortest path and the clustering coefficient.
Keywords
Cite
@article{arxiv.1103.1396,
title = {Scale free networks by preferential depletion},
author = {Christian M. Schneider and Lucilla de Arcangelis and Hans J. Herrmann},
journal= {arXiv preprint arXiv:1103.1396},
year = {2015}
}
Comments
8 pages, 4 figures