The layer distribution of the random recursive tree and the minimum of the Poisson-weighted infinite tree

The layer of a vertex of a tree is the number of rounds of leaf removal after which the vertex is a leaf. Stepanyants, Krapivsky, Hartle and Krioukov computed the limiting proportion $\ell_k$ of vertices at layer $k$ in a random recursive tree as an integral of an iterated nonlinear recursion, showed $e^{-k}\lesssim\sum_{j\ge k}\ell_j\lesssim e^{-k/e}$, and conjectured that $\ell_k=\exp[-k/e-\tfrac{3}{2e}\log k-O(1)]$. We prove that $\ell_k e^{k/e}k^{3/(2e)}$ converges to a positive finite constant. The recursion is the law of the minimal position $M_k$ in generation $k$ of the Poisson-weighted infinite tree, so that $\sum_{j\ge k}\ell_j=\mathbb{E} e^{-M_k}$, and the asymptotics follow from the results of Addario-Berry and Ford and of Aïdékon on that branching random walk. We also prove the layer half of their second conjecture: the largest layer $L_n$ of a random recursive tree on $n$ vertices equals half its diameter rounded down, and $L_n=e\log n-\tfrac32\log\log n+O_\mathbb{P}(1)$.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-08
DOI
https://doi.org/10.5281/zenodo.24064371
Primary Topic
Stochastic processes and statistical mechanics
Type
preprint
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preprint

The layer distribution of the random recursive tree and the minimum of the Poisson-weighted infinite tree

Yitzchak Shmalo
Zenodo (CERN European Organization for Nuclear Research)
Stochastic processes and statistical mechanics
preprint

The layer distribution of the random recursive tree and the minimum of the Poisson-weighted infinite tree

Yitzchak Shmalo
preprint en

Abstract

The layer of a vertex of a tree is the number of rounds of leaf removal after which the vertex is a leaf. Stepanyants, Krapivsky, Hartle and Krioukov computed the limiting proportion $\ell_k$ of vertices at layer $k$ in a random recursive tree as an integral of an iterated nonlinear recursion, showed $e^{-k}\lesssim\sum_{j\ge k}\ell_j\lesssim e^{-k/e}$, and conjectured that $\ell_k=\exp[-k/e-\tfrac{3}{2e}\log k-O(1)]$. We prove that $\ell_k e^{k/e}k^{3/(2e)}$ converges to a positive finite constant. The recursion is the law of the minimal position $M_k$ in generation $k$ of the Poisson-weighted infinite tree, so that $\sum_{j\ge k}\ell_j=\mathbb{E} e^{-M_k}$, and the asymptotics follow from the results of Addario-Berry and Ford and of Aïdékon on that branching random walk. We also prove the layer half of their second conjecture: the largest layer $L_n$ of a random recursive tree on $n$ vertices equals half its diameter rounded down, and $L_n=e\log n-\tfrac32\log\log n+O_\mathbb{P}(1)$.

Zenodo (CERN European Organization for Nuclear Research)
Hebrew University of Jerusalem (IL)
Stochastic processes and statistical mechanics
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