单调映射的度量正则特性

R. T. Rockafellar
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引用次数: 0

摘要

度量正则性理论涉及集值映射的属性,这些属性提供了在求解逆问题和广义方程时有用的估计值。最大单调映射在与凸优化有关的应用中占主导地位,它在这方面具有宝贵的特性,而这些特性以前从未被记录下来。这里的研究表明,强度量次规则性的性质在几乎所有地方都是通用的。度量正则性不仅与强度量正则性相吻合,而且还意味着逆的局部单值性,而不仅仅是逆的图形局部化。本文给出了与单调广义方程相关的解映射的结果。
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Metric regularity properties of monotone mappings
The theory of metric regularity deals with properties of set-valued mappings that provide estimates useful in solving inverse problems and generalized equations. Maximal monotone mappings, which dominate applications related to convex optimization, have valuable special features in this respect that have not previously been recorded. Here it is shown that the property of strong metric subregularity is generic in an almost everywhere sense. Metric regularity not only coincides with strong metric regularity but also implies local single-valuedness of the inverse, rather than just of a graphical localization of the inverse. Consequences are given for the solution mapping associated with a monotone generalized equation.
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