English

Vertices of high degree in the preferential attachment tree

Probability 2012-01-31 v2 Combinatorics

Abstract

We study the basic preferential attachment process, which generates a sequence of random trees, each obtained from the previous one by introducing a new vertex and joining it to one existing vertex, chosen with probability proportional to its degree. We investigate the number Dt()D_t(\ell) of vertices of each degree \ell at each time tt, focussing particularly on the case where \ell is a growing function of tt. We show that Dt()D_t(\ell) is concentrated around its mean, which is approximately 4t/34t/\ell^3, for all (t/logt)1/3\ell \le (t/\log t)^{-1/3}; this is best possible up to a logarithmic factor.

Keywords

Cite

@article{arxiv.1012.5550,
  title  = {Vertices of high degree in the preferential attachment tree},
  author = {Graham Brightwell and Malwina J. Luczak},
  journal= {arXiv preprint arXiv:1012.5550},
  year   = {2012}
}

Comments

52 pages; to appear in Electronic Journal of Probability