Robust optimization model for uncertain multiobjective linear programs

被引:6
|
作者
Wang, Lei [1 ]
Fang, Min [1 ]
机构
[1] Southwestern Univ Finance & Econ, Sch Econ Math, Chengdu 610074, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
multiobjective linear programs; robust efficient solutions; scalarization; uncertainty sets;
D O I
10.1186/s13660-018-1612-3
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we consider the multiobjective linear programs where coefficients in the objective function belong to uncertainty sets. We introduce the concept of robust efficient solutions to uncertain multiobjective linear programming problems. By using two scalarization methods, the weighted sum method and the I mu-constraint method, we obtain that the robust efficient solutions for uncertain multiobjective linear programs with ellipsoidal uncertainty sets and general norm uncertainty sets can be computed by some deterministic optimization problems.
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页数:11
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