A new approach to solve Multi-objective linear bilevel programming problems

被引:19
|
作者
Farahi, M. H. [1 ]
Ansari, E. [2 ]
机构
[1] Ferdowsi Univ Mashhad, Dept Appl Math, Control & Optimizat, Mashhad, Iran
[2] Islamic Azad Univ, Dept Math, Mashhad Branch, Mashhad, Iran
来源
关键词
Linear bilevel programming; Multi-objective linear bilevel programming; Fuzzy set theory; Fuzzy programming; Kth-best algorithm;
D O I
10.22436/jmcs.001.04.08
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Many problems in sciences and industry such as signal optimization, traffic assignment, economic market,. have been modeled, or their mathematical models can be approximated, by linear bilevel programming (LBLP) problems, where in each level one must optimize some objective functions. In this paper, we use fuzzy set theory and fuzzy programming to convert the multiobjective linear bilevel programming (MOLBLP) problem to a linear bilevel programming problem, then we extend the Kth-best method to solve the final LBLP problem. The existence of optimal solution, and the convergence of this approach, are important issues that are considered in this article. A numerical example is illustrated to show the efficiency of the new approach.
引用
收藏
页码:313 / 320
页数:8
相关论文
共 50 条
  • [1] Using Goal Programming Approach to Solve Fuzzy Multi-objective Linear Fractional Programming Problems
    De, P. K.
    Deb, Moumita
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH, 2016, : 922 - 926
  • [2] A note on "a multi-objective programming approach to solve grey linear programming"
    Mahmoudi, Amin
    Feylizadeh, Mohammad Reza
    Darvishi, Davood
    [J]. GREY SYSTEMS-THEORY AND APPLICATION, 2018, 8 (01) : 35 - 45
  • [3] A Fuzzy Programming Approach to Solve Stochastic Multi-objective Quadratic Programming Problems
    Khalifa, Hamiden A.
    Elgendi, Elshimaa A.
    Ebraheim, Abdul Hadi N.
    [J]. INTELLIGENT COMPUTING, VOL 1, 2019, 858 : 262 - 271
  • [4] An Evolutionary Approach for Bilevel Multi-objective Problems
    Deb, Kalyanmoy
    Sinha, Ankur
    [J]. CUTTING-EDGE RESEARCH TOPICS ON MULTIPLE CRITERIA DECISION MAKING, PROCEEDINGS, 2009, 35 : 17 - 24
  • [5] A New Method to Solve Multi-Objective Linear Fractional Problems
    Borza, Mojtaba
    Rambely, Azmin Sham
    [J]. FUZZY INFORMATION AND ENGINEERING, 2021, 13 (03) : 323 - 334
  • [6] Fuzzy programming approach to multi-objective stochastic linear programming problems
    Hulsurkar, S
    Biswal, MP
    Sinha, SB
    [J]. FUZZY SETS AND SYSTEMS, 1997, 88 (02) : 173 - 181
  • [7] An Approach to Solve Bilevel Quadratic-linear Programming Problems
    Singh, Sanjeet
    [J]. INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTIST, IMECS 2012, VOL II, 2012, : 1473 - 1476
  • [8] A Novel Approach to Solve Multi-objective Fuzzy Stochastic Bilevel Programming Using Genetic Algorithm
    Dutta S.
    Acharya S.
    [J]. Operations Research Forum, 5 (1)
  • [9] A New Method to Solve Fuzzy Interval Flexible Linear Programming Using a Multi-Objective Approach
    Nasseri, S. H.
    Verdegay, J. L.
    Mahmoudi, F.
    [J]. FUZZY INFORMATION AND ENGINEERING, 2019, 11 (02) : 221 - 238
  • [10] A New Method to Solve Fuzzy Interval Flexible Linear Programming Using a Multi-Objective Approach
    Nasseri, S. H.
    Verdegay, J. L.
    Mahmoudi, F.
    [J]. FUZZY INFORMATION AND ENGINEERING, 2021, : 248 - 265