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 language | English |
|---|---|
| Pages (from-to) | 1-34 |
| Number of pages | 34 |
| Journal | Journal de l'Ecole Polytechnique - Mathematiques |
| Volume | 2 |
| DOIs | |
| Publication status | Published - 1 Jan 2015 |
Keywords
- Brownian tree
- Looptree
- Poisson boundary
- Preferential attachment model