Vertices of high degree in the preferential attachment tree

preprint2012arXivOpen access

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(ℓ)D_t(\ell) of vertices of each degree ℓ\ell at each time tt, focussing particularly on the case where ℓ\ell is a growing function of tt. We show that Dt(ℓ)D_t(\ell) is concentrated around its mean, which is approximately 4t/ℓ34t/\ell^3, for all ℓ≤(t/log⁡t)−1/3\ell \le (t/\log t)^{-1/3}; this is best possible up to a logarithmic factor.

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