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On $k$-convex hulls

Davide Ravasini

TL;DR

The paper investigates $k$-convex hulls $Q_k(K)$ of symmetric convex bodies and their dual cross-approximations $R_k(K)$, establishing a rotation-robust bound that $Q_{k-1}(UK)\subseteq 3\,Q_k(UK)$ holds for some $U\in SO(n)$ (and a $(3+\delta)$-type bound in Hilbert spaces). The approach centers on the duality $Q_k(K)^{\circ}=R_k(K^{\circ})$ and a constructive, greedy basis selection to produce the required inclusions, with a finite-dimensional argument extended to infinite dimensions via transfinite induction. The main contributions include a dimension-free constant (namely 3) for finite-dimensional spaces and a parallel infinite-dimensional generalization, together with a detailed polar-dual framework that clarifies the relationship between $k$-convex hulls and $k$-cross approximations. These results show that Kopecká’s phenomenon cannot be uniformly sharp across all rotations and illuminate dual structures and alternative cross-approximation notions in both finite and infinite-dimensional settings.

Abstract

For every integer $k\geq 2$ and every $R>1$ one can find a dimension $n$ and construct a symmetric convex body $K\subset\mathbb{R}^n$ with $\text{diam}\,Q_{k-1}(K)\geq R\cdot\text{diam}\,Q_k(K)$, where $Q_k(K)$ denotes the $k$-convex hull of $K$. The purpose of this short note is to show that this result due to E.\ Kopecká is impossible to obtain if one additionally requires that all isometric images of $K$ satisfy the same inequality. To this end, we introduce the dual construction to the $k$-convex hull of $K$, which we call the $k$-cross approximation of $K$. We also prove an infinite-dimensional version of the main result that holds in general Hilbert spaces.

On $k$-convex hulls

TL;DR

The paper investigates -convex hulls of symmetric convex bodies and their dual cross-approximations , establishing a rotation-robust bound that holds for some (and a -type bound in Hilbert spaces). The approach centers on the duality and a constructive, greedy basis selection to produce the required inclusions, with a finite-dimensional argument extended to infinite dimensions via transfinite induction. The main contributions include a dimension-free constant (namely 3) for finite-dimensional spaces and a parallel infinite-dimensional generalization, together with a detailed polar-dual framework that clarifies the relationship between -convex hulls and -cross approximations. These results show that Kopecká’s phenomenon cannot be uniformly sharp across all rotations and illuminate dual structures and alternative cross-approximation notions in both finite and infinite-dimensional settings.

Abstract

For every integer and every one can find a dimension and construct a symmetric convex body with , where denotes the -convex hull of . The purpose of this short note is to show that this result due to E.\ Kopecká is impossible to obtain if one additionally requires that all isometric images of satisfy the same inequality. To this end, we introduce the dual construction to the -convex hull of , which we call the -cross approximation of . We also prove an infinite-dimensional version of the main result that holds in general Hilbert spaces.

Paper Structure

This paper contains 3 sections, 12 theorems, 35 equations.

Key Result

Theorem 1.1

For every $p\in[1,\infty)$, every integer $k\geq 2$ and every $R>1$ there are an integer $n\geq k$ and a symmetric convex body $K\subset\ell_p^n$ such that

Theorems & Definitions (19)

  • Theorem 1.1: Kopecká
  • Theorem 1.2
  • Corollary 1.3
  • Proposition 1.4
  • proof
  • Theorem 1.5
  • Lemma 2.1
  • proof
  • Lemma 2.2
  • proof
  • ...and 9 more