On difference graphs and the local dimension of posets
Jinha Kim, Ryan R. Martin, Tom\'a\v{s} Masa\v{r}\'ik, Warren, Shull, Heather C. Smith, Andrew Uzzell, Zhiyu Wang

TL;DR
This paper investigates the local dimension of posets, revealing it grows roughly as n divided by log n, contrasting with the traditional dimension which can be as large as n/2.
Contribution
It establishes a tight bound for local dimension of posets, connects local dimension to difference graphs, and advances understanding of the removable pair conjecture.
Findings
Local dimension of posets is Θ(n / log n).
Maximum dimension of posets is n/2, but local dimension is much smaller.
Boolean lattice's local dimension is Ω(n / log n).
Abstract
The dimension of a partially-ordered set (poset), introduced by Dushnik and Miller (1941), has been studied extensively in the literature. Recently, Ueckerdt (2016) proposed a variation called local dimension which makes use of partial linear extensions. While local dimension is bounded above by dimension, they can be arbitrarily far apart as the dimension of the standard example is while its local dimension is only . Hiraguchi (1955) proved that the maximum dimension of a poset of order is . However, we find a very different result for local dimension, proving a bound of . This follows from connections with covering graphs using difference graphs which are bipartite graphs whose vertices in a single class have nested neighborhoods. We also prove that the local dimension of the -dimensional Boolean lattice is and make progress…
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