Approximation of Bivariate Functions by Generalized Wendland Radial Basis Functions

In this work, we deal with two approximation problems in a finite-dimensional generalized Wendland space of compactly supported radial basis functions. Namely, we present an interpolation method and a smoothing variational method in this space. Next, the theory of the presented method is justified by proving the corresponding convergence result. Likewise, to illustrate this method, some graphical and numerical examples are presented in R2, and a comparison with another work is analyzed.

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Publication Details

Journal
Mathematics
Published
2024-08-22
DOI
https://doi.org/10.3390/math12162597
Citations
8
Primary Topic
Numerical methods in engineering
Type
article
Field-Weighted Citation Impact
2.15

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article

Approximation of Bivariate Functions by Generalized Wendland Radial Basis Functions

A. Kouibia, M. Pasadas, Hossain O. Yakhlef, Loubna Omri et al.
8 citations
Mathematics
Numerical methods in engineering
2.15
article

Approximation of Bivariate Functions by Generalized Wendland Radial Basis Functions

A. Kouibia, M. Pasadas, Hossain O. Yakhlef, Loubna Omri, P. González, Bassim Mustafa
article en
8 citations

Abstract

In this work, we deal with two approximation problems in a finite-dimensional generalized Wendland space of compactly supported radial basis functions. Namely, we present an interpolation method and a smoothing variational method in this space. Next, the theory of the presented method is justified by proving the corresponding convergence result. Likewise, to illustrate this method, some graphical and numerical examples are presented in R2, and a comparison with another work is analyzed.

MathematicsVol. 12(16)
Universidad de Granada (ES), Abdelmalek Essaâdi University (MA)
Consejería de Transformación Económica, Industria, Conocimiento y Universidades, Universidad de Granada, Junta de Andalucía
Openalex Percentile: Top 14%
Numerical methods in engineering
2.15
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