Set Systems with Covering Properties and Low VC-Dimension

Abstract Given natural numbers $$k\le s\le n$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>k</mml:mi> <mml:mo>≤</mml:mo> <mml:mi>s</mml:mi> <mml:mo>≤</mml:mo> <mml:mi>n</mml:mi> </mml:mrow> </mml:math> , we ask: what is the minimal VC-dimension of a family $$\mathcal {F}$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>F</mml:mi> </mml:math> of s -subsets of [ n ] that covers all k -subsets of [ n ]? We first show that for sufficiently large n this number is always k , and construct families which give a lower bound for the actual growth of this stabilization point.

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Publication Details

Journal
Graphs and Combinatorics
Published
2025-05-07
DOI
https://doi.org/10.1007/s00373-025-02922-9
Primary Topic
Cellular Automata and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Set Systems with Covering Properties and Low VC-Dimension

Johanna Steinmeyer, George Peterzil
Graphs and Combinatorics
Cellular Automata and Applications
article

Set Systems with Covering Properties and Low VC-Dimension

Johanna Steinmeyer, George Peterzil
article en

Abstract

Abstract Given natural numbers $$k\le s\le n$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mrow> <mml:mi>k</mml:mi> <mml:mo>≤</mml:mo> <mml:mi>s</mml:mi> <mml:mo>≤</mml:mo> <mml:mi>n</mml:mi> </mml:mrow> </mml:math> , we ask: what is the minimal VC-dimension of a family $$\mathcal {F}$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>F</mml:mi> </mml:math> of s -subsets of [ n ] that covers all k -subsets of [ n ]? We first show that for sufficiently large n this number is always k , and construct families which give a lower bound for the actual growth of this stabilization point.

Graphs and CombinatoricsVol. 41(3)
Hebrew University of Jerusalem (IL)
Hebrew University of Jerusalem, Israel Science Foundation
Openalex Percentile: Top 89%
Cellular Automata and Applications
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