Scaling limits and influence of the seed graph in preferential attachment trees

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Abstract

We are interested in the asymptotics of random trees built by linear preferential attachment, also known in the literature as Barabási–Albert trees or plane-oriented recursive trees. We first prove a conjecture of Bubeck, Mossel & Rácz [9] concerning the influence of the seed graph on the asymptotic behavior of such trees. Separately we study the geometric structure of nodes of large degrees in a plane version of Barabási–Albert trees via their associated looptrees. As the number of nodes grows, we show that these looptrees, appropriately rescaled, converge in the Gromov–Hausdor sense towards a random compact metric space which we call the Brownian looptree. The latter is constructed as a quotient space of Aldous’ Brownian Continuum Random Tree and is shown to have almost sure Hausdor dimension 2.

Original languageEnglish
Pages (from-to)1-34
Number of pages34
JournalJournal de l'Ecole Polytechnique - Mathematiques
Volume2
DOIs
Publication statusPublished - 1 Jan 2015

Keywords

  • Brownian tree
  • Looptree
  • Poisson boundary
  • Preferential attachment model

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