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An alternative theorem for set-valued maps via set relations and its application to robustness of feasible sets
Authors:Yuto Ogata  Tamaki Tanaka  Yutaka Saito  Gue Myung Lee  Jae Hyoung Lee
Affiliation:1. Graduate School of Science and Technology, Niigata University , Niigata, Japan.y-ogata@m.sc.niigata-u.ac.jp;3. Graduate School of Science and Technology, Niigata University , Niigata, Japan.;4. Department of Management Science and Engineering, Akita Prefectural University , Yurihonjo, Japan.;5. Department of Applied Mathematics, Pukyong National University , Busan, Korea.
Abstract:Abstract

This paper contains a generalized Gordan-type alternative theorem for set-valued maps which characterizes set relations without any convexity assumptions using certain evaluation functions. As a direct consequence and as a good example, we discuss robustness (or stability) of linear programming problems for modelling error. Moreover, this theorem can be utilized for that of general vector optimization problems in special cases due to reformation of the evaluation functions.
Keywords:Alternative theorem  set-valued map  set relation  evaluation function  robustness
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