English

Eve, Adam and the Preferential Attachment Tree

Probability 2023-04-12 v2 Statistics Theory Statistics Theory

Abstract

We consider the problem of finding the initial vertex (Adam) in a Barab\'asi--Albert tree process (T(n):n1)(\mathcal{T}(n) : n \geq 1) at large times. More precisely, given ε>0 \varepsilon>0, one wants to output a subset Pε(n) \mathcal{P}_{ \varepsilon}(n) of vertices of T(n) \mathcal{T}(n) so that the initial vertex belongs to Pε(n) \mathcal{P}_ \varepsilon(n) with probability at least 1ε1- \varepsilon when nn is large. It has been shown by Bubeck, Devroye & Lugosi, refined later by Banerjee & Huang, that one needs to output at least ε1+o(1) \varepsilon^{-1 + o(1)} and at most ε2+o(1)\varepsilon^{-2 + o(1)} vertices to succeed. We prove that the exponent in the lower bound is sharp and the key idea is that Adam is either a ``large degree" vertex or is a neighbor of a ``large degree" vertex (Eve).

Keywords

Cite

@article{arxiv.2303.04752,
  title  = {Eve, Adam and the Preferential Attachment Tree},
  author = {Alice Contat and Nicolas Curien and Perrine Lacroix and Etienne Lasalle and Vincent Rivoirard},
  journal= {arXiv preprint arXiv:2303.04752},
  year   = {2023}
}

Comments

11 pages, comments are welcome !

R2 v1 2026-06-28T09:07:53.071Z