On the minimum number of entries in a pair of maximal orthogonal partial Latin squares
Diane M. Donovan, Mike Grannell, Emine Şule Yazıcı
TL;DR
The paper resolves the conjecture that the minimum number of filled cells in a maximal orthogonal partial Latin square pair of order $n$ satisfies $F \ge \lceil n^2/3 \rceil$, and for $n \ge 21$ this bound is tight, achieved by constructions that partition the structure into three mutually orthogonal Latin squares on disjoint symbol sets. The authors prove the bound via a lemma on maximal partial transversals and a double-counting argument on row/column/entry frequencies, showing equality forces a highly regular frequency distribution and a three-OLS decomposition, with the minimum being essentially unique up to relabeling. They also connect these combinatorial objects to $n$-ary codes of length 4 with minimum distance 3 and covering radius 2, concluding that the minimum code size matches the bound for large $n$. The work links maximality, design structure, and coding theory, and points toward generalizations to $k$-MOPLS with analogous asymptotics.
Abstract
It is shown that if $F$ denotes the number of filled cells in a superimposed pair of maximal orthogonal partial Latin squares of order $n$, then $F\ge n^2/3$. This resolves a conjecture raised in an earlier paper by the current authors. It is also shown that, for $n\ge 21$, the least possible number of filled cells in a pair of maximal orthogonal partial Latin squares is $\lceil n^2/3 \rceil$, and that the structure that achieves this bound is unique up to permutations of rows, columns and entries.
