Connections Between Single-Level and Bilevel Multiobjective Optimization

被引:22
作者
Ruuska, Sauli [1 ]
Miettinen, Kaisa [1 ]
Wiecek, Margaret M. [1 ]
机构
[1] Univ Jyvaskyla, Dept Math Informat Technol, Jyvaskyla, Finland
关键词
Two-level optimization; Multiobjective programming; Multicriteria optimization; Binary relations; PROGRAMMING-PROBLEMS; EFFICIENT SET; ALGORITHM; SEARCH;
D O I
10.1007/s10957-011-9943-y
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 [运筹学与控制论]; 120117 [社会管理工程];
摘要
The relationship between bilevel optimization and multiobjective optimization has been studied by several authors, and there have been repeated attempts to establish a link between the two. We unify the results from the literature and generalize them for bilevel multiobjective optimization. We formulate sufficient conditions for an arbitrary binary relation to guarantee equality between the efficient set produced by the relation and the set of optimal solutions to a bilevel problem. In addition, we present specially structured bilevel multiobjective optimization problems motivated by real-life applications and an accompanying binary relation permitting their reduction to single-level multiobjective optimization problems.
引用
收藏
页码:60 / 74
页数:15
相关论文
共 44 条
[1]
Interactive balance space approach for solving multi-level multi-objective programming problems [J].
Abo-Sinna, Mahmoud A. ;
Baky, Ibrahim A. .
INFORMATION SCIENCES, 2007, 177 (16) :3397-3410
[2]
Computing the Pareto frontier of a bi-objective bi-level linear problem using a multiobjective mixed-integer programming algorithm [J].
Alves, Maria Joao ;
Dempe, Stephan ;
Judice, Joaquim J. .
OPTIMIZATION, 2012, 61 (03) :335-358
[3]
[Anonymous], 1998, Practical bi-level optimization
[4]
[Anonymous], 2009, Cooperative and Noncooperative Multi-Level Programming
[5]
[Anonymous], 2005, MULTICRITERIA OPTIMI
[6]
Arora S. R., 2009, INT J OPTIMIZ THEORY, V1, P318
[7]
Solving multi-level multi-objective linear programming problems through fuzzy goal programming approach [J].
Baky, Ibrahim A. .
APPLIED MATHEMATICAL MODELLING, 2010, 34 (09) :2377-2387
[8]
Fuzzy goal programming algorithm for solving decentralized bi-level multi-objective programming problems [J].
Baky, Ibrahim A. .
FUZZY SETS AND SYSTEMS, 2009, 160 (18) :2701-2713
[9]
Benson H.P., 1991, Journal of Global Optimization, V1, P83
[10]
A FINITE, NONADJACENT EXTREME-POINT SEARCH ALGORITHM FOR OPTIMIZATION OVER THE EFFICIENT SET [J].
BENSON, HP .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1992, 73 (01) :47-64