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Journal of Convex Analysis 33 (2026), No. 1&2, 057--074
Copyright Heldermann Verlag 2026



Convex Interval Hull of Finite Sets in Real Linear Spaces: Extreme Points and Unbounded Images

Branko Curgus
Dept. of Mathematics, Western Washington University, Bellingham, U.S.A.
curgus@wwu.edu

Krzysztof Kolodziejczyk
Faculty of Pure and Applied Mathematics, University of Science and Technology, Wroclaw, Poland
krzysztof.kolodziejczyk@pwr.edu.pl



[Abstract-pdf]

\newcommand{\cJ}{{\mathcal J}} \newcommand{\co}{\operatorname{co}} \newcommand{\conv}{\operatorname{conv}} \newcommand{\rr}{\mathbb{R}} \newcommand{\Eco}{\operatorname{Eco}} \newcommand\aff{\operatorname{aff}} Let $S$ be a finite set in a real linear space and let $\cJ_S$ be a family consisting of $|S|$ intervals in $\rr$. In this paper we deal with a convex operator $\co(S,\cJ_S)$ called the convex interval hull. This operator generalizes the familiar concepts of the convex hull, $\conv(S)$, and the affine hull, $\aff(S)$, of $S$. The set $\co(S,\cJ_S)$ is a convex subset of the linear space and can be either bounded or unbounded, depending on the families $\cJ_S$. In this paper we apply $\co(S,\cJ_S)$ to obtain unbounded images of a finite set $S$. As special images of $\co(S,\cJ_S)$ for finite $S$ we obtain such unbounded objects as: hyperplanes, cylinders, cones, penumbras and wedges. We also apply $\co(S,\cJ_S)$ to study some properties of extreme points. In relation to $\co(S,\cJ_S)$ we introduce the so-called extreme interval operator $\Eco(S)$ and prove some analogues of the celebrated Minkowski-Krein-Milman's theorem.

Keywords: Convex set, cone, convex interval hull, extreme point, extreme interval operator, Minkowski-Krein-Milman property.

MSC: 52A05, 15A03, 14N20.

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