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Article
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SIAM Journal on Numerical Analysis
Article . 1984 . Peer-reviewed
Data sources: Crossref
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Local Convergence of Inexact Newton Methods

Local convergence of inexact Newton methods
Authors: Ypma, T. J.;

Local Convergence of Inexact Newton Methods

Abstract

Let \(D\subset {\mathbb{R}}^ m\) and \(F: D\to {\mathbb{R}}^ m\) be a mapping. The author studies the approximate solution of the equation \(F(x)=0\) by means of the iterative method for \(n=0,1,2,....:\) (*) \(x_{n+1}:=x_ n+s_ n\in {\mathbb{R}}^ m\) with \(s_ n\) from \(F'(x_ n)s_ n=-F(x_ n)+r_ n\) for some sequence \(\{r_ n\}\subset R^ m\). He gives an affine invariant condition involving \(r_ n\) which ensures the local convergence of (*) to a solution of \(F(x)=0\). Moreover he deduces a radius of convergence result for (*) which is shown to be sharp for both Newton's method and the general difference Newton-like method. The results are applied to the latter two methods and the general Newton-like method in which the iterates are perturbed by the presense of rounding errors. No numerical example.

Keywords

Newton-like methods, iterative method, Numerical computation of solutions to systems of equations, local convergence, error analysis, presence of inaccuracies

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
111
Top 10%
Top 1%
Top 10%
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