A robust optimization approach for multi-objective linear programming under uncertainty

被引:1
|
作者
Abbassi, Abderrahman [1 ]
机构
[1] Cadi Ayyad Univ, Fac Sci Semlalia, Dept Math, Marrakech, Morocco
来源
JOURNAL OF MATHEMATICAL MODELING | 2023年 / 11卷 / 04期
关键词
Multi-objective linear programming; uncertainty; robust optimization; weighted sum scalarization; PORTFOLIO OPTIMIZATION;
D O I
10.22124/JMM.2023.23828.2130
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This paper proposes a new robust optimization approach for solving multi-objective linear programming problems under uncertainty. The uncertainty is assumed to be in the objective function coefficients and the constraint parameters. The proposed approach is based on an alternative model for obtaining robust efficient solutions to the original problem. A numerical example is given to test and illustrate the effectiveness of the proposed approach, and a comparison with a method given in the literature is discussed based on certain performance metrics.
引用
收藏
页码:695 / 708
页数:14
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