Acta mathematica scientia,Series A ›› 2022, Vol. 42 ›› Issue (5): 1537-1550.

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The Convergence of Nonsmooth Newton's Method

Wending Xu(),Ting Zhong*()   

  1. College of Big Data and Statistics, Sichuan Tourism University, Chengdu 610100
  • Received:2021-10-14 Online:2022-10-26 Published:2022-09-30
  • Contact: Ting Zhong E-mail:wd-xu@hotmail.com;zhongting89@sina.cn
  • Supported by:
    the NSFC(11901414);the Foundation of Sichuan Tourism University(20SCTUTY01)

Abstract:

This paper studies the convergence of nonsmooth Newton's method for generalized inclusions. By applying metric regularity, a local convergence result of nonsmooth Newton's method is proved. The compactness in a known result is weakened through the measure of non-compactness. A convergence result in global version is established in which the conditions are assumed at the initial point while not the solution of the generalized inclusions.

Key words: Nonsmooth Newton's method, Metric regularity, Convergence, Measure of non-compactness

CLC Number: 

  • O224
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