Solution concepts in vector optimization: a fresh look at an old story

被引:34
作者
Heyde, Frank [1 ]
Loehne, Andreas [1 ]
机构
[1] Univ Halle Wittenberg, Inst Math, D-06099 Halle, Saale, Germany
关键词
vector optimization; solution concept; attainment of infimum; infimal set; lower semicontinuity; Weierstrass existence result; DUALITY-THEORY; THEOREM; SET; MAPPINGS;
D O I
10.1080/02331931003665108
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Over the past decades various solution concepts for vector optimization problems have been established and used: among them are efficient, weakly efficient and properly efficient solutions. In contrast to the classical approach, we define a solution to be a set of efficient solutions on which the infimum of the objective function with respect to an appropriate complete lattice (the space of self-infimal sets) is attained. The set of weakly efficient solutions is not considered to be a solution, but weak efficiency is essential in the construction of the complete lattice. In this way, two classic concepts are involved in a common approach. Several different notions of semicontinuity are compared. Using the space of self-infimal sets, we can show that various originally different concepts coincide. A Weierstrass existence result is proved for our solution concept. A slight relaxation of the solution concept yields a relationship to properly efficient solutions.
引用
收藏
页码:1421 / 1440
页数:20
相关论文
共 31 条
  • [11] Fu WT, 1996, P AM MATH SOC, V124, P1213
  • [12] A new Abb theorem in normed vector spaces
    Göpfert, A
    Tammer, C
    Zalinescu, C
    [J]. OPTIMIZATION, 2004, 53 (04) : 369 - 376
  • [13] Hamel AH, 2004, J CONVEX ANAL, V11, P163
  • [14] A Duality Theory for Set-Valued Functions I: Fenchel Conjugation Theory
    Hamel, Andreas H.
    [J]. SET-VALUED AND VARIATIONAL ANALYSIS, 2009, 17 (02) : 153 - 182
  • [15] GEOMETRIC DUALITY IN MULTIPLE OBJECTIVE LINEAR PROGRAMMING
    Heyde, Frank
    Loehne, Andreas
    [J]. SIAM JOURNAL ON OPTIMIZATION, 2008, 19 (02) : 836 - 845
  • [16] Set-valued duality theory for multiple objective linear programs and application to mathematical finance
    Heyde, Frank
    Loehne, Andreas
    Tammer, Christiane
    [J]. MATHEMATICAL METHODS OF OPERATIONS RESEARCH, 2009, 69 (01) : 159 - 179
  • [17] JAHN J, 1988, SIAM J CONTROL OPTIM, V26, P999, DOI 10.1137/0326055
  • [18] Jahn J., 2004, VECTOR OPTIMIZATION, P2011
  • [19] LATTICE-VALUED MAPPINGS, COMPLETELY DISTRIBUTIVE LAW AND INDUCED SPACES
    LIU, YM
    LUO, MK
    [J]. FUZZY SETS AND SYSTEMS, 1991, 42 (01) : 43 - 56
  • [20] A new approach to duality in vector optimization
    Loehne, Andreas
    Tammer, Christiane
    [J]. OPTIMIZATION, 2007, 56 (1-2) : 221 - 239