Constraint Qualifications for Karush–Kuhn–Tucker Conditions in Multiobjective Optimization

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Resumen

The notion of a normal cone of a given set is paramount in optimization and variational analysis. In this work, we give a definition of a multiobjective normal cone, which is suitable for studying optimality conditions and constraint qualifications for multiobjective optimization problems. A detailed study of the properties of the multiobjective normal cone is conducted. With this tool, we were able to characterize weak and strong Karush–Kuhn–Tucker conditions by means of a Guignard-type constraint qualification. Furthermore, the computation of the multiobjective normal cone under the error bound property is provided. The important statements are illustrated by examples.

Idioma originalInglés
Páginas (desde-hasta)469-487
Número de páginas19
PublicaciónJournal of Optimization Theory and Applications
Volumen187
N.º2
DOI
EstadoPublicada - 1 nov. 2020
Publicado de forma externa

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