The Karush-Kuhn-Tucker optimality conditions in an optimization problem with interval-valued objective function

被引:228
作者
Wu, Hsien-Chung [1 ]
机构
[1] Natl Kaohsiung Normal Univ, Dept Math, Kaohsiung 802, Taiwan
关键词
Hausdorff metric; Hukuhara difference; H-differentiability; interval-valued function; KKT optimality conditions;
D O I
10.1016/j.ejor.2005.09.007
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The KKT conditions in an optimization problem with interval-valued objective function are derived in this paper. Two solution concepts of this optimization problem are proposed by considering two partial orderings on the set of all closed intervals. In order to consider the differentiation of an interval-valued function, we invoke the Hausdorff metric to define the distance between two closed intervals and the Hukuhara difference to define the difference of two closed intervals. Under these settings, we derive the KKT optimality conditions. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:46 / 59
页数:14
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