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arXiv · 2604.09290

More Vertices of the Tristochastic Polytope

Nati Linial·Zur Luria·Maya Trakhtman
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Abstract

The $n\times n$ doubly stochastic matrices constitute a polytope in $\mathbb{R}^{n^2}$, and by Birkhoff's theorem, its vertex set coincides with the set of order-$n$ permutation matrices.\\ A tristochastic array is an $n \times n\times n$ array of nonnegative reals, where each row, column, and shaft sums to one. These arrays constitute a polytope $\Delta_n$ in $\mathbb{R}^{n^3}$. In analogy, it is easy to see that each of the $L_n$ order-$n$ Latin squares is a vertex of $\Delta_n$, but in contrast to Birkhoff's theorem, Latin squares form a vanishingly small subset of $\Delta_n$'s vertex set. We show here that $\Delta_n$ has at least $L_n^{2-o(1)}$ vertices.

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Nati Linial, Zur Luria, Maya Trakhtman. 2026-04-10. More Vertices of the Tristochastic Polytope. https://arxiv.org/abs/2604.09290

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