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.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] IMAGE SPACE ANALYSIS FOR UNCERTAIN MULTIOBJECTIVE OPTIMIZATION PROBLEMS: ROBUST OPTIMALITY CONDITIONS
    Ou, Xiaoqing
    Al-Homidan, Suliman
    Ansari, Qamrul Hasan
    Chen, Jiawei
    JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2023, 19 (01) : 629 - 644
  • [22] Robust Fault Detection for a Class of Uncertain Nonlinear Systems Based on Multiobjective Optimization
    Yan, Bingyong
    Wang, Huifeng
    Wang, Huazhong
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [23] Robust solutions to multi-objective linear programs with uncertain data
    Goberna, M. A.
    Jeyakumar, V.
    Li, G.
    Vicente-Perez, J.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 242 (03) : 730 - 743
  • [24] Robust Multiobjective Optimization With Robust Consensus
    Nag, Kaustuv
    Pal, Tandra
    Mudi, Rajani K.
    Pal, Nikhil R.
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 26 (06) : 3743 - 3754
  • [25] Linear Programming with Uncertain Data: Some Extensions to Robust Optimization
    B. D. Craven
    S. M. N. Islam
    Journal of Optimization Theory and Applications, 2012, 155 : 673 - 679
  • [26] Linear Programming with Uncertain Data: Some Extensions to Robust Optimization
    Craven, B. D.
    Islam, S. M. N.
    JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2012, 155 (02) : 673 - 679
  • [27] Robust optimality and duality for composite uncertain multiobjective optimization in Asplund spaces with its applications
    Saadati, Maryam
    Oveisiha, Morteza
    POSITIVITY, 2024, 28 (02)
  • [28] Robust nonsmooth optimality conditions for multiobjective optimization problems with infinitely many uncertain constraints
    Wang, Jie
    Li, Sheng-Jie
    Chen, Chun-Rong
    OPTIMIZATION, 2023, 72 (08) : 2039 - 2067
  • [29] Robust optimality and duality for composite uncertain multiobjective optimization in Asplund spaces with its applications
    Maryam Saadati
    Morteza Oveisiha
    Positivity, 2024, 28
  • [30] Set-based robust optimization of uncertain multiobjective problems via epigraphical reformulations
    Eichfelder, Gabriele
    Quintana, Ernest
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2024, 313 (03) : 871 - 882