Chebyshev approximation of multivariable functions by a nonlinear function of a rational expression

A method for constructing Chebyshev approximations of multivariable functions using an expression that is an exponent, a logarithm, or a fixed real power from a rational expression is proposed. It involves constructing an intermediate Chebyshev approximation by a rational expression of the corresponding functional transformation of the approximated function. The approximation by a rational expression is calculated as a limiting mean-power approximation by an iterative scheme using the least squares method with two variable weight functions. Test examples are provided that confirm the fast convergence of the method. Keywords: Chebyshev approximation, multivariable function, rational expression, approximation by nonlinear expressions, mean-power approximation, least squares method.

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Publication Details

Journal
Kibernetyka ta Systemnyi Analiz
Published
2025-01-01
DOI
https://doi.org/10.34229/kca2522-9664.25.4.5
Primary Topic
Acoustic Wave Phenomena Research
Type
article
Field-Weighted Citation Impact
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article

Chebyshev approximation of multivariable functions by a nonlinear function of a rational expression

P. S. Malachivskyy, L. S. Melnychok
Kibernetyka ta Systemnyi Analiz
Acoustic Wave Phenomena Research
article

Chebyshev approximation of multivariable functions by a nonlinear function of a rational expression

P. S. Malachivskyy, L. S. Melnychok
article en

Abstract

A method for constructing Chebyshev approximations of multivariable functions using an expression that is an exponent, a logarithm, or a fixed real power from a rational expression is proposed. It involves constructing an intermediate Chebyshev approximation by a rational expression of the corresponding functional transformation of the approximated function. The approximation by a rational expression is calculated as a limiting mean-power approximation by an iterative scheme using the least squares method with two variable weight functions. Test examples are provided that confirm the fast convergence of the method. Keywords: Chebyshev approximation, multivariable function, rational expression, approximation by nonlinear expressions, mean-power approximation, least squares method.

Kibernetyka ta Systemnyi Analiz
Openalex Percentile: Top 82%
Acoustic Wave Phenomena Research
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