Approximation Depth of Convex Polytopes
Egor Bakaev, Florestan Brunck, Amir Yehudayoff

TL;DR
This paper investigates how well convex polytopes, especially simplices, can be approximated using Minkowski sums and unions, revealing limitations on approximating simplices and characterizing simplices as unique outer additive bodies.
Contribution
It introduces a framework for approximating polytopes via Minkowski sums and unions, and characterizes simplices as the only outer additive convex bodies, highlighting their approximation limitations.
Findings
Simplices can only be trivially approximated.
Characterization of simplices as the only outer additive convex bodies.
Limitations on approximating polytopes of a given depth.
Abstract
We study approximations of polytopes in the standard model for computing polytopes using Minkowski sums and (convex hulls of) unions. Specifically, we study the ability to approximate a target polytope by polytopes of a given depth. Our main results imply that simplices can only be ``trivially approximated''. On the way, we obtain a characterization of simplices as the only ``outer additive'' convex bodies.
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.
Taxonomy
TopicsPoint processes and geometric inequalities · Computational Geometry and Mesh Generation · Topological and Geometric Data Analysis
