Approximations for Pareto and Proper Pareto solutions and their KKT conditions

被引：3
|
作者：
Kesarwani, P. [1 ]
Shukla, P. K. [2 ,3 ]
Dutta, J. [4 ]
Deb, K. [5 ]
机构：
[1] Indian Inst Technol, Dept Math & Stat, Kanpur, Uttar Pradesh, India
[2] Alliance Manchester Business Sch, Manchester, Lancs, England
[3] Karlsruhe Inst Technol, Inst AIFB, Karlsruhe, Germany
[4] Indian Inst Technol, Dept Econ Sci, Kanpur, Uttar Pradesh, India
[5] Michigan State Univ, Coll Engn, E Lansing, MI 48824 USA
来源：
MATHEMATICAL METHODS OF OPERATIONS RESEARCH | 2022年 / 96卷 / 01期
关键词：
Convex functions; Locally Lipschitz functions; Multi objective optimisation; Pareto minimum; Proper Pareto minimum; Saddle point; MULTIOBJECTIVE OPTIMIZATION; POINTS;
D O I：
10.1007/s00186-022-00787-9
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：
In this article, we view the Pareto and weak Pareto solutions of the multiobjective optimization by using an approximate version of KKT type conditions. In one of our main results Ekeland's variational principle for vector-valued maps plays a key role. We also focus on an improved version of Geoffrion proper Pareto solutions and it's approximation and characterize them through saddle point and KKT type conditions.
引用
收藏
页码：123 / 148
页数：26
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