A note on the scaling limits of random Pólya trees

Bernhard Gittenberger, E. Y. Jin, M. Wallner
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引用次数: 2

Abstract

Panagiotou and Stufler (arXiv:1502.07180v2) recently proved one important fact on their way to establish the scaling limits of random P\'{o}lya trees: a uniform random P\'{o}lya tree of size $n$ consists of a conditioned critical Galton-Watson tree $C_n$ and many small forests, where with probability tending to one as $n$ tends to infinity, any forest $F_n(v)$, that is attached to a node $v$ in $C_n$, is maximally of size $\vert F_n(v)\vert=O(\log n)$. Their proof used the framework of a Boltzmann sampler and deviation inequalities. In this paper, first, we employ a unified framework in analytic combinatorics to prove this fact with additional improvements on the bound of $\vert F_n(v)\vert$, namely $\vert F_n(v)\vert=\Theta(\log n)$. Second, we give a combinatorial interpretation of the rational weights of these forests and the defining substitution process in terms of automorphisms associated to a given P\'{o}lya tree. Finally, we derive the limit probability that for a random node $v$ the attached forest $F_n(v)$ is of a given size.
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关于随机Pólya树的缩放限制的注释
Panagiotou和Stufler (arXiv:1502.07180v2)最近在建立随机Pólya树的缩放极限的过程中证明了一个重要的事实:一个大小为$n$的均匀随机Pólya树由一个条件临界高尔顿-沃森树$C_n$和许多小森林组成,其中,随着$n$趋于无穷大的概率趋于1,任何森林$F_n(v)$,附着在$C_n$中的节点$v$上,其最大大小为$\vert F_n(v)\vert=O(\log n)$。他们的证明使用了玻尔兹曼采样器和偏差不等式的框架。在本文中,我们首先利用解析组合学中的一个统一框架来证明这一事实,并对$\vert F_n(v)\vert$的界即$\vert F_n(v)\vert=\Theta(\log n)$作了进一步改进。其次,我们给出了这些森林的合理权重的组合解释,并根据与给定Pólya树相关的自同构定义替换过程。最后,我们推导出对于一个随机节点$v$,附加森林$F_n(v)$具有给定大小的极限概率。
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