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Minimum Contagious Sets in Trees with Degree-Proportional Thresholds

Jeong-Ok Choi, Collin McDevitt

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Source: arXiv

Published: Oct 26, 2026

arXiv: 2610.35745

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Source abstract

We investigate how large the minimum size of a contagious set can be among trees of a fixed order. Given a graph GG and ρ∈[0,1]ρ\in[0,1], an inactive vertex uu becomes active when at least ⌈ρdG(u)⌉\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 dd-ary trees. We then determine the exact maximum of this minimum size over all trees of order nn. 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≤10<ρ\leq1 and n≥2n\geq2, every integer between 11 and this maximum occurs as the minimum size of a contagious set in a tree of order nn.

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