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Metric regularity of Newton’s iteration

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posted on 2025-05-10, 07:49 authored by Francisco J. Aragón Artacho, A. L. Dontchev, M. Gaydu, M. H. Geoffroy, V. M. Veliov
For a version of Newton's method applied to a generalized equation with a parameter, we extend the paradigm of the Lyusternik–Graves theorem to the framework of a mapping acting from the pair “parameter-starting point” to the set of corresponding convergent Newton sequences. Under ample parameterization, metric regularity of the mapping associated with convergent Newton sequences becomes equivalent to the metric regularity of the mapping associated with the generalized equation. We also discuss an inexact Newton method and present an application to discretized optimal control.

History

Journal title

SIAM Journal on Control and Optimization

Volume

49

Issue

2

Pagination

339-362

Publisher

Society for Industrial and Applied Mathematics

Language

  • en, English

College/Research Centre

Faculty of Science and Information Technology

School

School of Mathematical and Physical Sciences

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