Minimum Contagious Sets in Trees with Degree-Proportional Thresholds

We investigate how large the minimum size of a contagious set can be among trees of a fixed order. Given a graph $G$ and $ρ\in[0,1]$, an inactive vertex $u$ becomes active when at least $\lceil{ρd_G(u)\rceil}$ of its neighbors are active. An initial set of active vertices is contagious if the process eventually activates every vertex. We obtain exact values for the minimum size of a contagious set in perfect $d$-ary trees. We then determine the exact maximum of this minimum size over all trees of order $n$. We establish this result by bounding the number of pairwise disjoint resistant sets, each of which must intersect every contagious set, and constructing trees that attain the resulting bounds. Finally, by bounding the change in the minimum size of a contagious set under a leaf exchange, we show that, for $0<ρ\leq1$ and $n\geq2$, every integer between $1$ and this maximum occurs as the minimum size of a contagious set in a tree of order $n$.

Authors

Publication Details

Journal
arXiv (Cornell University)
Published
2026-10-26
DOI
https://doi.org/10.48550/arxiv.2610.35745
Primary Topic
Advanced Graph Theory Research
Type
preprint
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preprint

Minimum Contagious Sets in Trees with Degree-Proportional Thresholds

Jeong-Ok Choi, Collin McDevitt
arXiv (Cornell University)
Advanced Graph Theory Research
preprint

Minimum Contagious Sets in Trees with Degree-Proportional Thresholds

Jeong-Ok Choi, Collin McDevitt
preprint en

Abstract

We investigate how large the minimum size of a contagious set can be among trees of a fixed order. Given a graph $G$ and $ρ\in[0,1]$, an inactive vertex $u$ becomes active when at least $\lceil{ρd_G(u)\rceil}$ of its neighbors are active. An initial set of active vertices is contagious if the process eventually activates every vertex. We obtain exact values for the minimum size of a contagious set in perfect $d$-ary trees. We then determine the exact maximum of this minimum size over all trees of order $n$. We establish this result by bounding the number of pairwise disjoint resistant sets, each of which must intersect every contagious set, and constructing trees that attain the resulting bounds. Finally, by bounding the change in the minimum size of a contagious set under a leaf exchange, we show that, for $0<ρ\leq1$ and $n\geq2$, every integer between $1$ and this maximum occurs as the minimum size of a contagious set in a tree of order $n$.

arXiv (Cornell University)
Advanced Graph Theory Research
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