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Stable strong duality for cone-constrained set-valued optimization problems: A perturbation approach

Dinh Nguyen 1, 2, *
Long Hai Dang 3
  1. Ho Chi Minh City International University
  2. Vietnam National Univerisity, Ho Chi Minh City
  3. Tien Giang University
Correspondence to: Dinh Nguyen, Ho Chi Minh City International University; Vietnam National Univerisity, Ho Chi Minh City. Email: ndinh@hcmiu.edu.vn.
Volume & Issue: Vol. 26 No. 3 (2023) | Page No.: 2987-2995 | DOI: 10.32508/stdj.v26i3.4086
Published: 2023-09-30

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Copyright The Author(s) 2023. This article is published with open access by Vietnam National University, Ho Chi Minh city, Vietnam. This article is distributed under the terms of the Creative Commons Attribution License (CC-BY 4.0) which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. 

Abstract

In this paper we consider  a general  set-valued otimimization problem of the model

Winf  F(x),  s.t. x in X

where $F\colon X\rightrightarrows Y\cup\{+\infty_{Y}\}$  is a proper mapping. The problem is then embed  into a parametric problem and can be express as 

 

(P)  $\mathop{\winf}\bigcup\limits_{x\in X}\Phi(x,0_Z)$

 

where $\Phi\colon X\times Z\rightrightarrows      Y^\bullet$ is   a proper set-valued {\it perturbation mapping} such that $ \Phi(x,0_Z) =  F(x) $.  A representation of the epigraph of the conjugate mapping $\Phi^\ast$ is established (Theorem 1)  and it is used as the basic tool for establishing a general stable strong duality for the problem (P) (Theorem 3).  As  applications, the mentioned general strong duality result is then applied to a cone-constrained set-valued optimization problem (CSP) to derive  three dual problems for (CSP):  The Lagrange dual problem and two forms of Fenchel-Lagrange dual problems for (CSP). Consequently, three stable strong duality results for the three primal-dual pairs of problems are derived (Theorems 4 and 5),  among them, one is  entirely  new while the others extend some known ones in the literature. 

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