Open Access
December, 2024 Approximate Optimality Conditions for Nonsmooth Optimization Problems
Ta Quang Son, Hua Khac Bao, Do Sang Kim
Author Affiliations +
Taiwanese J. Math. 28(6): 1245-1266 (December, 2024). DOI: 10.11650/tjm/240705

Abstract

In this research article, a concept of $\varepsilon$-quasi subdifferential for locally Lipschitz functions is proposed. Calculuses of scalar product rule and sum rule for $\varepsilon$-quasi subdifferentials are investigated. A notion of $\varepsilon$-quasi normal set is introduced and its properties are presented. Based on the obtained results, optimality conditions for $\varepsilon$-quasi solutions in Karush–Kuhn–Tucker type of some classes of nonsmooth optimization problems are established. Several illustrative examples are also given.

Funding Statement

The first author was supported partially by Saigon University, Project No. CSA2022-04. The third author was supported by the National Research Foundation of Korea (NRF) Grant funded by the Korean Government (NRF-2019R1A2C1008672).

Citation

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Ta Quang Son. Hua Khac Bao. Do Sang Kim. "Approximate Optimality Conditions for Nonsmooth Optimization Problems." Taiwanese J. Math. 28 (6) 1245 - 1266, December, 2024. https://doi.org/10.11650/tjm/240705

Information

Received: 2 October 2023; Revised: 28 April 2024; Accepted: 15 July 2024; Published: December, 2024
First available in Project Euclid: 12 August 2024

MathSciNet: MR4828456
zbMATH: 07958108
Digital Object Identifier: 10.11650/tjm/240705

Subjects:
Primary: 41A29 , 41A65 , 90C26 , 90C46

Keywords: $\varepsilon$-quasi normal set , $\varepsilon$-quasi solution , $\varepsilon$-quasi subdifferential , approximate optimality condition

Rights: Copyright © 2024 The Mathematical Society of the Republic of China

Vol.28 • No. 6 • December, 2024
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