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Graphical sequences and plane trees

Michal Bassan, Serte Donderwinkel, Brett Kolesnik

TL;DR

The paper addresses the asymptotics of unordered graphical degree sequences by linking them to plane trees embedded in the plane. It employs a Lévy–Khintchine renewal framework that connects a random-walk representation of degree sequences to Walkup's plane-tree counts ${\mathcal{T}}_n$, yielding a precise constant $C = e^{\omega}/\Gamma(1/4)$ with $\omega = \sum_{k\ge1}{\mathcal{T}}_k/(k4^k)$ and the relation $\rho = 1 - e^{-2\omega}$. A central combinatorial bridge is established via a bijection that identifies the Lévy–Khintchine transform of graphical bridges with $2{\mathcal{T}}_n$, and two key lattice-path lemmas connect ${\mathcal{T}}_n$ to areas under lattice paths and to diamond areas of bridges. The results unify infinite-divisibility, renewal theory, and enumerative combinatorics to derive the asymptotics and illuminate the connection between degree sequences and plane-tree structures, with potential applicability to other combinatorial sequences via the Lévy–Khintchine framework.

Abstract

Balister, the second author, Groenland, Johnston and Scott recently showed that there are asymptotically $C4^n/n^{3/4}$ many unordered sequences that occur as degree sequences of graphs. Combining limit theory for infinitely divisible distributions with a new bijective connection between a class of random walk trajectories and a subset counting formula from additive number theory, we describe $C$ in terms of Walkup's number of rooted plane trees. The bijection is related to an instance of the Lévy-Khintchine formula. Our main result complements a result of Stanley, that ordered graphical sequences are related to quasi-forests.

Graphical sequences and plane trees

TL;DR

The paper addresses the asymptotics of unordered graphical degree sequences by linking them to plane trees embedded in the plane. It employs a Lévy–Khintchine renewal framework that connects a random-walk representation of degree sequences to Walkup's plane-tree counts , yielding a precise constant with and the relation . A central combinatorial bridge is established via a bijection that identifies the Lévy–Khintchine transform of graphical bridges with , and two key lattice-path lemmas connect to areas under lattice paths and to diamond areas of bridges. The results unify infinite-divisibility, renewal theory, and enumerative combinatorics to derive the asymptotics and illuminate the connection between degree sequences and plane-tree structures, with potential applicability to other combinatorial sequences via the Lévy–Khintchine framework.

Abstract

Balister, the second author, Groenland, Johnston and Scott recently showed that there are asymptotically many unordered sequences that occur as degree sequences of graphs. Combining limit theory for infinitely divisible distributions with a new bijective connection between a class of random walk trajectories and a subset counting formula from additive number theory, we describe in terms of Walkup's number of rooted plane trees. The bijection is related to an instance of the Lévy-Khintchine formula. Our main result complements a result of Stanley, that ordered graphical sequences are related to quasi-forests.
Paper Structure (17 sections, 6 theorems, 27 equations, 6 figures)

This paper contains 17 sections, 6 theorems, 27 equations, 6 figures.

Key Result

Theorem 1

As $n\to\infty$, we have that where

Figures (6)

  • Figure 1: The ${\mathcal{T}}_3=4$ rooted unlabeled plane trees with 3 edges.
  • Figure 2: A bridge $B$ with diamond area $\sigma(B)=2$, and its lazy version $\Lambda(B)$ below.
  • Figure 3: There are $\mathcal{B}_5=38$ graphical bridges of length $10$. Of these, 32 stay within the string of grey diamonds centered along the $x$-axis. The other 6 are depicted above. The top two are irreducible. All others have two irreducible parts. Irreducible parts are separated by solid dots.
  • Figure 4: The bijection in \ref{['L_comb2']}.
  • Figure 5: Calculating areas in \ref{['L_comb2']}.
  • ...and 1 more figures

Theorems & Definitions (15)

  • Theorem 1
  • Theorem 2
  • Lemma 3: BDK24
  • Definition 4
  • Definition 5
  • Definition 6
  • Proposition 7
  • proof : Proof of \ref{['T_main2']}
  • Definition 8
  • Lemma 9
  • ...and 5 more