Characterizations of set order relations and constrained set optimization problems via oriented distance function. (2nd November 2017)

• Record Type: Journal Article
• Authors: Chen, Jiawei; Ansari, Qamrul Hasan; Yao, Jen-Chih
• Is Part Of: Optimization. Volume 66:Number 11(2017)
• Page Start: 1741
• Page End: 1754
• Publication Date: 2017-11-02
• Subjects: Constrained set optimization problems -- set order relations -- oriented distance function -- optimality conditions -- image space analysis; 49J53 -- 65K10 -- 90C29; Mathematical optimization -- Periodicals; 519.7
• DOI: 10.1080/02331934.2017.1322082
• Languages: English
• ISSNs: 0233-1934

Abstract

Abstract : Set-valued optimization problems are important and fascinating field of optimization theory and widely applied to image processing, viability theory, optimal control and mathematical economics. There are two types of criteria of solutions for the set-valued optimization problems: the vector criterion and the set criterion. In this paper, we adopt the set criterion to study the optimality conditions of constrained set-valued optimization problems. We first present some characterizations of various set order relations using the classical oriented distance function without involving the nonempty interior assumption on the ordered cones. Then using the characterizations of set order relations, necessary and sufficient conditions are derived for four types of optimal solutions of constrained set optimization problem with respect to the set order relations. Finally, the image space analysis is employed to study the c -optimal solution of constrained set optimization problems, and then optimality conditions and an alternative result for the constrained set optimization problem are established by the classical oriented distance function.