First-order convergence for 321-avoiding permutations

We say that a convergence law holds for a sequence of random combinatorial objects if, for any first-order sentence φ , the proportion of objects satisfying φ converges to a limiting value as the size of the objects tends to infinity. In this paper, we show that the convergence law holds for random 321-avoiding permutations, settling an open problem posed in [3] . Our proof relies on an infinite-dimensional version of the Perron-Frobenius theorem.

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Publication Details

Journal
Discrete Mathematics
Published
2026-03-31
DOI
https://doi.org/10.1016/j.disc.2026.115149
Primary Topic
Advanced Combinatorial Mathematics
Type
article
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0.00
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article

First-order convergence for 321-avoiding permutations

Alperen Özdemir
Discrete Mathematics
Advanced Combinatorial Mathematics
article

First-order convergence for 321-avoiding permutations

Alperen Özdemir
article en

Abstract

We say that a convergence law holds for a sequence of random combinatorial objects if, for any first-order sentence φ , the proportion of objects satisfying φ converges to a limiting value as the size of the objects tends to infinity. In this paper, we show that the convergence law holds for random 321-avoiding permutations, settling an open problem posed in [3] . Our proof relies on an infinite-dimensional version of the Perron-Frobenius theorem.

Discrete MathematicsVol. 349(8)
KTH Royal Institute of Technology (SE)
Peace, Justice and strong institutions
Openalex Percentile: Top 20%
Advanced Combinatorial Mathematics
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First-order convergence for 321-avoiding permutations — Alperen Özdemir · Discrete Mathematics (2026) | TGRS Research Map | TGRS