Fundamental cycles in grid graphs
Bart{\l}omiej Kielak, Daniel Kr\'al', Ander Lamaison, Xichao Shu

TL;DR
This paper proves that the average length of fundamental cycles in an n-by-n grid graph grows at least logarithmically with n, confirming a conjecture related to binary matroids.
Contribution
It establishes a tight lower bound on the average length of fundamental cycles in grid graphs, answering a question about sparse binary matroid representations.
Findings
Average fundamental cycle length is at least logarithmic in grid size
Bound is asymptotically tight
Answers a question posed by McCarty regarding binary matroids
Abstract
We show that the average length of a fundamental cycle with respect to any fixed spanning tree of the square grid is at least ; the bound is asymptotically tight. This result answers in the affirmative a question posed by McCarty in relation to sparse representations of binary matroids.
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