Volume entropy of Hilbert Geometries
Gautier Berck, Andreas Bernig, Constantin Vernicos

TL;DR
This paper proves that the volume entropy of Hilbert geometries for smooth convex bodies in n-dimensions equals n-1, introduces a new projective invariant, and explores entropy bounds and examples in 2D.
Contribution
It establishes the exact volume entropy for smooth convex bodies and introduces a novel projective invariant related to convex geometry.
Findings
Volume entropy equals n-1 for $C^{1,1}$ convex bodies in n-dimensions.
In 2D, entropy is bounded above by a function of the Minkowski dimension.
Constructs an example of a plane Hilbert geometry with entropy between 0 and 1.
Abstract
It is shown that the volume entropy of a Hilbert geometry associated to an -dimensional convex body of class equals . To achieve this result, a new projective invariant of convex bodies, similar to the centro-affine area, is constructed. In the case , and without any assumption on the boundary, it is shown that the entropy is bounded above by , where is the Minkowski dimension of the extremal set of . An example of a plane Hilbert geometry with entropy strictly between 0 and 1 is constructed.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
