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Explicit Formula for Preimages of Relaxed One-Sided Lipschitz Mappings with Negative Lipschitz Constants: A Geometric Approach
Journal of Optimization Theory and Applications ( IF 1.6 ) Pub Date : 2020-02-28 , DOI: 10.1007/s10957-020-01644-7
Andrew S. Eberhard , Boris S. Mordukhovich , Janosch Rieger

This paper addresses Lipschitzian stability issues, that play an important role in both theoretical and numerical aspects of variational analysis, optimization, and their applications. We particularly concentrate on the so-called relaxed one-sided Lipschitz property of set-valued mappings with negative Lipschitz constants. This property has been much less investigated than more conventional Lipschitzian behavior, while being well recognized in a variety of applications. Recent work has revealed that set-valued mappings satisfying the relaxed one-sided Lipschitz condition with negative Lipschitz constant possess a localization property, that is stronger than uniform metric regularity, but does not imply strong metric regularity. The present paper complements this fact by providing a characterization, not only of one specific single point of a preimage, but of entire preimages of such mappings. Developing a geometric approach, we derive an explicit formula to calculate preimages of relaxed one-sided Lipschitz mappings between finite-dimensional spaces and obtain a further specification of this formula via extreme points of image sets.

中文翻译:

具有负 Lipschitz 常数的松弛单边 Lipschitz 映射原像的显式公式:一种几何方法

本文讨论了 Lipschitzian 稳定性问题,这些问题在变分分析、优化及其应用的理论和数值方面都起着重要作用。我们特别关注具有负 Lipschitz 常数的设置值映射的所谓松弛单边 Lipschitz 属性。与更传统的 Lipschitzian 行为相比,此属性的研究要少得多,但在各种应用中都得到了很好的认可。最近的工作表明,满足具有负 Lipschitz 常数的松弛单边 Lipschitz 条件的集合值映射具有定位特性,这比统一度量规则强,但并不意味着强度量规则。本论文通过提供一个特征来补充这一事实,不仅是原像的一个特定单点,而且是这种映射的整个原像。开发一种几何方法,我们推导出一个明确的公式来计算有限维空间之间松弛的单边 Lipschitz 映射的原像,并通过图像集的极值点获得该公式的进一步规范。
更新日期:2020-02-28
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