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Sequential optimality conditions and solution existence for nonsmooth multiobjective optimization problems

delete2025-12-23
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PRE
AI
N
Nguyen Le Hoang Anh *
N
Nguyen Canh Hung
T
Thái Doãn Chương
DOI:10.1007/s10479-025-06994-xdelete
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Abstract

Abstract

En 中文
In this paper, we consider a multiobjective optimization problem, where its feasibility set is unbounded and the related functions are nonsmooth and nonconvex. We first present new sequential necessary/sufficient optimality conditions that are established in terms of asymptotic value sets for weak Pareto solutions and weak Pareto values of the considered problem. We then examine how asymptotic values and Karush–Kuhn–Tucker values guarantee the existence of different types of Pareto solutions of the underlying problem. To achieve these goals, we utilize the tool of variational analysis to define sets of asymptotic values and Karush–Kuhn–Tucker values of the multiobjective optimization problem.
Keywords:
Multiobjective optimization
Limiting subdifferential
Optimality condition
Solution existence
Pareto solution

Journal

Annals of Operations Research cover
Annals of Operations Research
IF:
4.5
Papers:
8.0K
Citations:
2.1W

Organization

D
Department of Mathematics
Scholars:
1.5K
Papers: 927
Citations: 1
F
faculty of mathematics and computer science
Scholars:
59
Papers: 41
Citations: 0