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Subtrees in Graphs: Statistics, Extrema and Asymptotics
Uppsala University, Disciplinary Domain of Science and Technology, Mathematics and Computer Science, Department of Mathematics, Probability Theory and Combinatorics.
2026 (English)Doctoral thesis, comprehensive summary (Other academic)
Description
Abstract [en]

This thesis studies subtree statistics in trees and graphs, organized around two complementary themes: extremal questions on deterministic finite trees, and asymptotic questions on sequences of trees and dense graphs. The starting point is a list of open problems and a conjecture of Jamison from the 1980s, which together set the agenda for much of the subsequent literature on the mean subtree order and the subtree density.

The first half of the thesis concerns extremal subtree statistics. Article I settles Jamison's edge-contraction conjecture in full: contracting any edge of a finite tree decreases the mean subtree order by at least 1/3​, with equality if and only if the tree is a path. Combined with earlier work of Luo, Xu, Wagner, and H.Wang on the pendant-edge case, this completes a problem that had been open for four decades. Article II investigates the structure of subtrees that maximize or minimize the local mean among subtrees of a fixed order, introducing an index that measures the change of local mean under elementary operations. As a normalization that allows comparison across orders, the article also introduces the local density and establishes a sharp lower bound, 1/2​, attained precisely by subtrees containing the body of the tree.

The second half turns to asymptotics. Article III studies subtree statistics under Benjamini–Schramm convergence and shows that the subtree entropy per site converges along every locally convergent sequence of finite trees, and that the subtree density does so under a natural condition that rules out long paths in the limit. Article IV proves that, in any graph with minimum degree linear in the number of vertices, the high-degree coefficients of the subtree polynomial satisfy a Poisson-type limit law and the complex roots cluster near the origin, in stark contrast to the tree case.

Place, publisher, year, edition, pages
Uppsala: Uppsala University, 2026. , p. 37
Series
Uppsala Dissertations in Mathematics, ISSN 1401-2049 ; 151
Keywords [en]
subtree, spanning tree, mean subtree order, subtree density, local convergence, Benjamini-Scharmm convergence, subtree polynomial, roots of subtree polynomial
National Category
Discrete Mathematics Probability Theory and Statistics Mathematical Analysis
Research subject
Mathematics
Identifiers
URN: urn:nbn:se:uu:diva-585576ISBN: 978-91-506-3181-4 (print)OAI: oai:DiVA.org:uu-585576DiVA, id: diva2:2058439
Public defence
2026-08-27, Häggsalen (Å10132), Lägerhyddsvägen 1, 75237, Uppsala, 13:15 (English)
Opponent
Supervisors
Available from: 2026-06-02 Created: 2026-05-07 Last updated: 2026-06-02
List of papers
1. The distribution of subtrees in dense graphs and the roots of the subtree polynomial
Open this publication in new window or tab >>The distribution of subtrees in dense graphs and the roots of the subtree polynomial
(English)Manuscript (preprint) (Other academic)
Keywords
graph, dense graph, subtree, subtree polynomial, spanning tree, Poisson distribution
National Category
Discrete Mathematics
Research subject
Mathematics
Identifiers
urn:nbn:se:uu:diva-585563 (URN)10.48550/arXiv.2605.03583 (DOI)
Funder
Swedish Research Council, 2022-04030
Available from: 2026-05-06 Created: 2026-05-06 Last updated: 2026-05-07
2. Extrema of local mean and local density in a tree
Open this publication in new window or tab >>Extrema of local mean and local density in a tree
2026 (English)In: The Electronic Journal of Combinatorics, ISSN 1097-1440, E-ISSN 1077-8926, Vol. 33, no 1, article id P1.60Article in journal (Refereed) Published
Abstract [en]

Given a tree T and a subtree S of T, one can define the local mean at S, μT(S),to be the average order of the subtrees of T containing S. In 1983, Jamison showed that μT(S)< μT(S′) if SS′ as subtrees of T. Therefore, it is natural to ask the following question. Among all the k-subtrees (subtrees of order k), which one achieves the maximal/minimal local mean and what properties does it have? We call such k-subtrees k-maximal/k-minimal. Wagner and H. Wang showed in 2016t hat a 1-maximal subtree has degree 1 or 2. In this paper, we show that if T is not a path, a 1-minimal subtree of T has degree at least 3. For  k≥2, we show that a  k-maximal subtree has at most one leaf whose degree in T is greater than 2, and that such a leaf can only occur when all other leaves in S are also leaves in T. Parallel results hold for k-minimal subtrees. Roughly speaking, the leaves of a k-maximal subtree tend to have degree 1 or 2 in T, while the leaves of a k-minimal subtree tend to have degree at least 3 in T. In the second part, this paper introduces the local density as a normalization oflocal means, for the sake of comparing subtrees of different orders. We show that the local density at subtree S is lower-bounded by 1/2 with equality if and only if S contains all the vertices of degree at least 3 in T. On the other hand, local density can be arbitrarily close to 1.

Place, publisher, year, edition, pages
The Electronic Journal of Combinatorics, 2026
National Category
Discrete Mathematics
Identifiers
urn:nbn:se:uu:diva-523688 (URN)10.37236/13813 (DOI)001728982500001 ()
Funder
Swedish Research Council, 2022-04030
Available from: 2024-02-21 Created: 2024-02-21 Last updated: 2026-05-07Bibliographically approved
3. On the difference of mean subtree orders under edge contraction
Open this publication in new window or tab >>On the difference of mean subtree orders under edge contraction
2024 (English)In: Journal of combinatorial theory. Series B (Print), ISSN 0095-8956, E-ISSN 1096-0902, Vol. 169, p. 45-62Article in journal (Refereed) Published
Abstract [en]

Given a tree T of order n , one can contract any edge and obtain a new tree T & lowast; of order n - 1. In 1983, Jamison made a conjecture that the mean subtree order, i.e., the average order of all subtrees, decreases at least 31 in contracting an edge of a tree. In 2023, Luo, Xu, Wagner and Wang proved the case when the edge to be contracted is a pendant edge. In this article, we prove that the conjecture is true in general. (c) 2024 The Author. Published by Elsevier Inc. This is an open access article under the CC BY license (http:// creativecommons.org/licenses/by/4.0/).

Place, publisher, year, edition, pages
Elsevier, 2024
Keywords
Mean subtree order, Subtree, Average order, Edge contraction
National Category
Computer Sciences
Identifiers
urn:nbn:se:uu:diva-544783 (URN)10.1016/j.jctb.2024.06.002 (DOI)001362283600001 ()
Funder
Swedish Research Council, 2022-04030Swedish Research Council
Available from: 2024-12-12 Created: 2024-12-12 Last updated: 2026-05-07Bibliographically approved
4. Benjamini–Schramm convergence and subtrees of trees
Open this publication in new window or tab >>Benjamini–Schramm convergence and subtrees of trees
(English)Manuscript (preprint) (Other academic)
Keywords
local convergence, Benjamini--Schramm convergence, subtree entropy, subtree density
National Category
Discrete Mathematics Probability Theory and Statistics Mathematical Analysis
Research subject
Mathematics
Identifiers
urn:nbn:se:uu:diva-585573 (URN)
Funder
Swedish Research Council, 2022-04030
Available from: 2026-05-06 Created: 2026-05-06 Last updated: 2026-05-12

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12345672 of 9
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