On the Maximal Number of Columns of a $\Delta$-modular Integer Matrix: Bounds and Computations
Gennadiy Averkov, Matthias Schymura

TL;DR
This paper investigates the maximum number of distinct columns in a $ ext{Δ}$-modular integer matrix, providing bounds that depend on either the number of rows or the modular parameter, advancing understanding of matrix column limits.
Contribution
It introduces a new upper bound of order $O( ext{Δ})$ for fixed number of rows, complementing previous results and clarifying the relationship between matrix size and modular constraints.
Findings
Established an $O( ext{Δ})$ upper bound for fixed $m$
Extended understanding of column limits in $ ext{Δ}$-modular matrices
Provided bounds with polynomial dependence on $m$
Abstract
We study the maximal number of pairwise distinct columns in a -modular integer matrix with rows. Recent results by Lee et al. provide an asymptotically tight upper bound of for fixed . We complement this and obtain an upper bound of the form for fixed , and with the implied constant depending polynomially on .
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Taxonomy
Topicsgraph theory and CDMA systems · semigroups and automata theory · Digital Image Processing Techniques
