Convergence rate of the modified Levenberg-Marquardt method under Hölderian local error bound

Abstract: In this article, we analyze the convergence rate of the modified Levenberg-Marquardt (MLM) method under the Hölderian local error bound condition and the Hölderian continuity of the Jacobian, which are more general than the local error bound condition and the Lipschitz continuity of the Jacobian. Under special circumstances, the convergence rate of the MLM method coincides with the results presented by Fan. A globally convergent MLM algorithm by the trust region technique will also be given.

Location
Deutsche Nationalbibliothek Frankfurt am Main
Extent
Online-Ressource
Language
Englisch

Bibliographic citation
Convergence rate of the modified Levenberg-Marquardt method under Hölderian local error bound ; volume:20 ; number:1 ; year:2022 ; pages:998-1012 ; extent:15
Open mathematics ; 20, Heft 1 (2022), 998-1012 (gesamt 15)

Creator
Zheng, Lin
Chen, Liang
Tang, Yangxin

DOI
10.1515/math-2022-0485
URN
urn:nbn:de:101:1-2022091314073530685117
Rights
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
Last update
15.08.2025, 7:34 AM CEST

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Associated

  • Zheng, Lin
  • Chen, Liang
  • Tang, Yangxin

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