On continuity in risk-averse bilevel stochastic linear programming with random lower level objective function

被引:10
作者
Claus, Matthias [1 ,2 ]
机构
[1] Univ Duisburg Essen, Fac Math, Duisburg, Germany
[2] Thea Leymann Str 9, D-45127 Essen, Germany
关键词
Bilevel stochastic linear programming; Risk measures; Continuity; Existence results; MATHEMATICAL PROGRAMS;
D O I
10.1016/j.orl.2021.04.007
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We study bilevel stochastic linear programs with fixed lower level feasible set and random follower's goal function and show that the parametrizedrandom variable arising as the upper level outcome depends continuously on the leader's decision w.r.t. any L-p-norm with p is an element of[1, infinity). This entails continuity of the objective function for a class of models involving convex risk measures defined on appropriate L-p-spaces and allows to formulate verifiable sufficient conditions for the existence of optimal solutions. (C) 2021 Elsevier B.V. All rights reserved.
引用
收藏
页码:412 / 417
页数:6
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