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

  • Départment de Mathématiques
  • Université Paris-Saclay
  • Sorbonne Université
  • Département de Mathématiques
  • University of Geneva

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28 Citations (Scopus)

Résumé

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.

langue originaleAnglais
Pages (de - à)1-34
Nombre de pages34
journalJournal de l'Ecole Polytechnique - Mathematiques
Volume2
Les DOIs
étatPublié - 1 janv. 2015

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