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SIAM Journal on Numerical Analysis
Article . 2005 . Peer-reviewed
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DBLP
Article . 2005
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The Accuracy of the Chebyshev Differencing Method for Analytic Functions

The accuracy of the Chebyshev differencing method for analytic functions
Authors: Satish C. Reddy; J. Andre Weideman;

The Accuracy of the Chebyshev Differencing Method for Analytic Functions

Abstract

Let \(f(x)\) be a differentiable function defined on \([-1,1]\). One of the most powerful procedure for the numerical calculation of the derivative \(f^\prime (x)\) is given by the Chebyshev spectral collocation process, that is by taking the derivative of an interpolating polynomial. As the authors note, the Chebyshev differencing method works best when the function \(f(x)\) can be continued into the complex plane as a function \(f(z)\) which is analytic in an open neighborhood of \([-1,1]\). In this case, an upper bound of the error, in the discrete maximum norm, can be derived. The main result of the paper states that, if \(p_N(x)\) is the polynomial interpolant of \(f(x)\) at the set of zeros \(\{ s_j \} \) or extrema \(\{ t_j \} \) of the Chebyshev polynomial \(T_N (x)\), and \(f(z)\) is analytic in an ellipse containing the interval \([-1,1]\), then \(\max _{0 \leq j \leq N}| f^\prime (s_j)- p^\prime (s_j)| \) and \(\max _{0 \leq j \leq N}| f^\prime (t_j)- p^\prime (t_j)| \) are bounded and their bounds are given explicitly. Two model functions are analyzed in detail.

Related Organizations
Keywords

Numerical differentiation, numerical examples, collocation method, Numerical interpolation, polynomial interpolation, pseudospectral method, Chebyshev methods, numerical differentiation

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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!
23
Top 10%
Top 10%
Average
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