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Robust nonsmooth optimality conditions for multiobjective optimization problems with infinitely many uncertain constraints.

Authors :
Wang, Jie
Li, Sheng-Jie
Chen, Chun-Rong
Source :
Optimization. Aug2023, Vol. 72 Issue 8, p2039-2067. 29p.
Publication Year :
2023

Abstract

This paper concentrates on uncertain multiobjective optimization problems with an arbitrary number of uncertain constraints under nonconvex and nonsmooth assumptions. We analyse the properties of robust infinite constraints and arrive at the Clarke subdifferential of the double supremum function. Subsequently, we employ the obtained subdifferential rules to study KKT robust necessary and sufficient optimality conditions for two types of uncertain multiobjective optimization problems. Simultaneously, some illustrative examples are provided to show the validity of the main results. Our results are new and generalize several corresponding results in the literature. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02331934
Volume :
72
Issue :
8
Database :
Academic Search Index
Journal :
Optimization
Publication Type :
Academic Journal
Accession number :
169708997
Full Text :
https://doi.org/10.1080/02331934.2022.2046740