On diversities and finite dimensional Banach spaces

TL;DR

This paper characterizes diversities on three-point sets that can be embedded into Banach spaces, generalizing metric concepts through the use of circumradius with respect to convex sets.

Contribution

It provides a characterization of Banach-embeddable diversities on three points, linking diversity properties to circumradius in convex geometry.

Findings

Characterization of Banach-embeddable diversities on three points

Connection between diversities and circumradius in convex sets

Extension of metric concepts to diversities

Abstract

A diversity $\delta$ in $M$ is a function defined over every finite set of points of $M$ mapped onto $[0,\infty)$, with the properties that $\delta(X)=0$ if and only if $|X|\leq 1$ and $\delta(X\cup Y)\leq\delta(X\cup Z)+\delta(Z\cup Y)$, for every finite sets $X,Y,Z\subset M$ with $|Z|\geq 1$. Its importance relies in the fact that, amongst others, they generalize the notion of metric distance. Our main contribution is the characterization of Banach-embeddable diversities $\delta$ defined over $M$, $|M|=3$, i.e. when there exist points $p_i\in\mathbb R^n$, $i=1,2,3$, and a symmetric, convex, and compact set $C\subset\mathbb R^n$ such that $\delta(\{x_{i_1},\dots,x_{i_m}\})=R(\{p_{i_1},\dots,p_{i_m}\},C)$, where $R(X,C)$ denotes the circumradius of $X$ with respect to $C$.