Asplund 空间中复合不确定多目标优化的稳健最优性和对偶性及其应用

IF 0.8 3区 数学 Q2 MATHEMATICS Positivity Pub Date : 2024-03-08 DOI:10.1007/s11117-024-01032-9
Maryam Saadati, Morteza Oveisiha
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引用次数: 0

摘要

本文致力于研究任意 Asplund 空间上一个非光滑/非凸的不确定多目标优化问题,该问题具有组成域(简写为 \((\text {CUP})\) )。利用变分分析和广义微分的一些先进技术,我们从极限次微分的角度建立了 \((\text {CUP})\) 弱稳健高效解的必要最优条件。在复合函数的伪准凸性这一新概念下,我们还提出了此类问题存在(弱)稳健高效解的充分条件。我们提出了一个蒙德-韦尔型鲁棒对偶问题((\text {CUP})\),并探讨了弱对偶、强对偶和反向对偶的性质。此外,所得结果还被应用于近似不确定多目标问题和带线性算子的复合不确定多目标问题。
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Robust optimality and duality for composite uncertain multiobjective optimization in Asplund spaces with its applications

This article is devoted to investigate a nonsmooth/nonconvex uncertain multiobjective optimization problem with composition fields (\((\text {CUP})\) for brevity) over arbitrary Asplund spaces. Employing some advanced techniques of variational analysis and generalized differentiation, we establish necessary optimality conditions for weakly robust efficient solutions of \((\text {CUP})\) in terms of the limiting subdifferential. Sufficient conditions for the existence of (weakly) robust efficient solutions to such a problem are also driven under the new concept of pseudo-quasi convexity for composite functions. We formulate a Mond–Weir-type robust dual problem to the primal problem \((\text {CUP})\), and explore weak, strong, and converse duality properties. In addition, the obtained results are applied to an approximate uncertain multiobjective problem and a composite uncertain multiobjective problem with linear operators.

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来源期刊
Positivity
Positivity 数学-数学
CiteScore
1.80
自引率
10.00%
发文量
88
审稿时长
>12 weeks
期刊介绍: The purpose of Positivity is to provide an outlet for high quality original research in all areas of analysis and its applications to other disciplines having a clear and substantive link to the general theme of positivity. Specifically, articles that illustrate applications of positivity to other disciplines - including but not limited to - economics, engineering, life sciences, physics and statistical decision theory are welcome. The scope of Positivity is to publish original papers in all areas of mathematics and its applications that are influenced by positivity concepts.
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