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
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