The Horofunction Boundary of Finite Dimensional \(\ell_p\) Spaces

Abstract
We give a complete description of the horofunction boundary of finite dimensional \(\ell_p\) spaces for \(1\leq p \leq \infty\). We also study the variation norm on \(\mathbb{R}^n\), and the corresponding horofunction boundary. As a consequence, we describe the horofunctions for Hilbert’s projective metric on the interior of the standard cone \(\mathbb{R}_{+}^n\) of \(\mathbb{R}^n\).
Type
Publication
Colloquium Mathematicum, 155(1), 51–65
Status
Peer-reviewed
Open access
Main results
We characterize all horofunctions on finite-dimensional \(\ell_p^n\) spaces, with \(1\leq p\leq\infty\), and for Hilbert’s projective metric.
1. Horofunctions on \(\ell_1^n\)
\[ h(x)=\sum_{i\in I}\sigma_i x_i+\sum_{i\notin I}\bigl(|x_i-a_i|-|a_i|\bigr), \]where \(\varnothing\neq I\subseteq[n]\), \(\sigma_i\in\{-1,1\}\), and \(a_i\in\mathbb R\).
2. Horofunctions on \(\ell_p^n\), \(1 < p <\infty\)
\[ h(x)=-\langle u,x\rangle,\qquad \|u\|_q=1,\qquad \frac1p+\frac1q=1. \]3. Horofunctions on \(\ell_\infty^n\)
\[ h(x)=\max\left\{\max_{i\in I}(x_i-a_i),\max_{j\in J}(-x_j-b_j)\right\}, \]where \(I,J\subseteq[n]\) are disjoint, \(I\cup J\neq\varnothing\), and \(a_i,b_j\geq0\) satisfy
\[ \min\bigl(\min_{i\in I}a_i,\min_{j\in J}b_j\bigr)=0. \]Here, \(\min\varnothing=\infty\) and \(\max\varnothing=-\infty\).
4. Horofunctions for Hilbert’s projective metric on \(\mathbb R_{>0}^n\)
\[ h(x)=\log\left(\max_i u_i x_i\right)+\log\left(\max_j\frac{v_j}{x_j}\right), \]where \(u,v\in [0,\infty)^n \) satisfy
\[ \|u\|_\infty = \|v\|_\infty=1,\qquad u_i v_i=0\quad(\forall i). \]
Authors
Research Scientist
I’m a Researcher in Mathematics. I’ve carried out research at Aalto University, Inria Saclay, and VTT. I’ve made contributions to metric geometry, functional analysis and optimization. I’m passionate about quantum computing, risk analysis and optimization algorithms.