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Numerische Mathematik
Article . 1986 . Peer-reviewed
License: Springer TDM
Data sources: Crossref
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zbMATH Open
Article . 1986
Data sources: zbMATH Open
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On the condition number of some gram matrices arising from least squares approximation in the complex plane

On the condition number of some Gram matrices arising from least squares approximation in the complex plane
Authors: Saad, Youcef;

On the condition number of some gram matrices arising from least squares approximation in the complex plane

Abstract

This paper is concerned with the condition numbers of Gram matrices that arise when computing least square polynomials in polygons of the complex plane. For a stability reason, instead of the power basis \(\{1,\lambda,\lambda^ 2,...,\lambda^ n\}\), polynomials are expressed on the basis of Chebyshev polynomials of the first kind. The author shows that if the polygon is inserted between two ellipses, then the condition number of the \((n+1)\times (n+1)\) Gram matrix is bounded from above by \(4mn(n+1)^ 2(\kappa_ n)^ 2\), where m is the number of edges of the polygon and \(\kappa_ n\geq 1\) is a known ratio such that \(\kappa_ n\) is close to one if the two ellipses are close to each other.

Country
Germany
Related Organizations
Keywords

Iterative numerical methods for linear systems, 510.mathematics, General theory of numerical methods in complex analysis (potential theory, etc.), Algorithms for approximation of functions, least square polynomials, Numerical computation of matrix norms, conditioning, scaling, condition numbers, Gram matrices, Chebyshev polynomials, Article

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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!
4
Average
Top 10%
Average
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bronze