VCℓ-dimension and the jump to the fastest speed of a hereditary L-property
In this paper we investigate a connection between the growth rates of certain classes of finite structures and a generalization of VC-dimension called VCℓ-dimension. Let L be a finite relational language with maximum arity r. A hereditary L-property is a class of finite L-structures closed under isomorphism and substructures. The \emph{speed} of a hereditary L-property H is the function which sends n to ∣Hn∣, where Hn is the set of elements of H with universe {1,…,n}. It was previously known there exists a gap between the fastest possible speed of a hereditary L-property and all lower speeds, namely between the speeds 2Θ(nr) and 2o(nr). We strengthen this gap by showing that for any hereditary L-property H, either ∣Hn∣=2Θ(nr) or there is ε>0 such that for all large enough n, ∣Hn∣≤2nr−ε. This improves what was previously known about this gap when r≥3. Further, we show this gap can be characterized in terms of VCℓ-dimension, therefore draw