特定集值映射及其极值函数的凸性和连续性

G. Eichfelder, T. Gerlach, Stefan Rockt ¨ASCHEL
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引用次数: 1

摘要

本文研究了可用于集值优化及其应用的几类集值映射,以及它们各自的最大值和最小值函数。这些映射的定义基于标量值、向量值和锥值映射。此外,我们还考虑了在集值映射的图像集上优化线性函数时得到的极值函数。这种极值函数在集值映射的导数概念或集值优化的算法方法中发挥着重要作用。给出了集值映射及其极值函数继承(Lipschitz-)连续性和凸性的条件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Convexity and continuity of specific set-valued maps and their extremal value functions
In this paper, we study several classes of set-valued maps, which can be used in set-valued optimization and its applications, and their respective maximum and minimum value functions. The definitions of these maps are based on scalar-valued, vector-valued, and cone-valued maps. Moreover, we consider those extremal value functions which are obtained when optimizing linear functionals over the image sets of the set-valued maps. Such extremal value functions play an important role for instance for derivative concepts for set-valued maps or for algorithmic approaches in set-valued optimization. We formulate conditions under which the set-valued maps and their extremal value functions inherit properties like (Lipschitz-)continuity and convexity.
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