4.5 Article

Higher-order metric subregularity and its applications

期刊

JOURNAL OF GLOBAL OPTIMIZATION
卷 63, 期 4, 页码 777-795

出版社

SPRINGER
DOI: 10.1007/s10898-015-0271-x

关键词

Variational analysis; Metric subregularity and strong subregularity of higher order; Newton and quasi-Newton methods; Generalized normals and subdifferentials

资金

  1. National Science Foundation [DMS-12092508]
  2. Direct For Mathematical & Physical Scien
  3. Division Of Mathematical Sciences [1007132] Funding Source: National Science Foundation

向作者/读者索取更多资源

This paper is devoted to the study of metric subregularity and strong subregularity of any positive order for set-valued mappings in finite and infinite dimensions. While these notions have been studied and applied earlier for and-to a much lesser extent-for , no results are available for the case . We derive characterizations of these notions for subgradient mappings, develop their sensitivity analysis under small perturbations, and provide applications to the convergence rate of Newton-type methods for solving generalized equations.

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