Irreducibility of Recombination Markov Chains in the Triangular Lattice

May 26, 2023 ยท The Ethereal ยท ๐Ÿ› Conference on Applied and Computational Discrete Algorithms

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
Pure theory โ€” exists on a plane beyond code

"No code URL or promise found in abstract"

Evidence collected by the PWNC Scanner

Authors Sarah Cannon arXiv ID 2305.17239 Category cs.DM: Discrete Mathematics Cross-listed cs.CG, cs.DS, math.CO Citations 5 Venue Conference on Applied and Computational Discrete Algorithms Last Checked 2 months ago
Abstract
In the United States, regions are frequently divided into districts for the purpose of electing representatives. How the districts are drawn can affect who's elected, and drawing districts to give an advantage to a certain group is known as gerrymandering. It can be surprisingly difficult to detect gerrymandering, but one algorithmic method is to compare a current districting plan to a large number of randomly sampled plans to see whether it is an outlier. Recombination Markov chains are often used for this random sampling: randomly choose two districts, consider their union, and split this union in a new way. This works well in practice, but the theory behind it remains underdeveloped. For example, it's not known if recombination Markov chains are irreducible, that is, if recombination moves suffice to move from any districting plan to any other. Irreducibility of recombination Markov chains can be formulated as a graph problem: for a graph $G$, is the space of all partitions of $G$ into $k$ connected subgraphs ($k$ districts) connected by recombination moves? We consider three simply connected districts and district sizes $k_1\pm 1$ vertices, $k_2\pm 1$ vertices, and $k3\pm 1$ vertices. We prove for arbitrarily large triangular regions in the triangular lattice, recombination Markov chains are irreducible. This is the first proof of irreducibility under tight district size constraints for recombination Markov chains beyond small or trivial examples.
Community shame:
Not yet rated
Community Contributions

Found the code? Know the venue? Think something is wrong? Let us know!

๐Ÿ“œ Similar Papers

In the same crypt โ€” Discrete Mathematics