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Robustness in nonsmooth nonlinear multi-objective programming

delete2015-12-01
delete28
PRE
AI
M
Moslem Zamani
M
Majid Soleimani-damaneh *
A
Alireza Kabgani
DOI:10.1016/j.ejor.2015.06.031delete
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摘要

摘要

En 中文
Recently Georgiev, Luc, and Pardalos (2013), [Robust aspects of solutions in deterministic multiple objective linear programming, European Journal of Operational Research, 229(1), 29-36] introduced the notion of robust efficient solutions for linear multi-objective optimization problems. In this paper, we extend this notion to nonlinear case. It is shown that, under the compactness of the feasible set or convexity, each robust efficient solution is a proper efficient solution. Some necessary and sufficient conditions for robustness, with respect to the tangent cone and the non-ascent directions, are proved. An optimization problem for calculating a robustness radius followed by a comparison between the newly-defined robustness notion and two existing ones is presented. Moreover, some alterations of objective functions preserving weak/proper/robust efficiency are studied. (C) 2015 Elsevier B.V. and Association of European Operational Research Societies (EURO) within the International Federation of Operational Research Societies (IFORS). All rights reserved.
Keyword:
Multiple objective programming
Robust solution
Nonsmooth optimization
Clarke generalized gradient
Proper efficiency
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期刊

European Journal of Operational Research 封面图
European Journal of Operational Research
IF:
6
论文数:
2.2W
被引数:
6.4W

机构

U
University of Tehran
学者数:
2.4W
论文数: 2.3W
被引数: 2.7W
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