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The Karush–Kuhn–Tucker optimality conditions in an optimization problem with interval-valued objective function
Authors:Hsien-Chung Wu
Institution:Department of Mathematics, National Kaohsiung Normal University, Kaohsiung 802, Taiwan
Abstract: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.
Keywords:Hausdorff metric  Hukuhara difference  H-differentiability  Interval-valued function  KKT optimality conditions
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