A study of interval optimization problems

Aguirre-Cipe I.; López R.; Mallea-Zepeda E.; Vásquez L.

Keywords: Asymptotic cones; Asymptotic functions; Coercive and noncoercive existence results; Coercivity properties; Interval optimization problems; Set, type solutions

Abstract

We study optimization problems with interval objective functions. We focus on set-type solution notions defined using the Kulisch–Miranker order between intervals. We obtain bounds for the asymptotic cones of level, colevel and solution sets that allow us to deduce coercivity properties and coercive existence results. Finally, we obtain various noncoercive existence results. Our results are easy to check since they are given in terms of the asymptotic cone of the constraint set and the asymptotic functions of the end point functions. This work extends, unifies and sheds new light on the theory of these problems.

Más información

Título según SCOPUS: A study of interval optimization problems
Título de la Revista: Optimization Letters
Volumen: 15
Número: 3
Editorial: Springer Science and Business Media Deutschland GmbH
Fecha de publicación: 2021
Página final: 877
Idioma: English
DOI:

10.1007/s11590-019-01496-9

Notas: SCOPUS