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Journal of Approximation Theory
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Journal of Approximation Theory
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Continuous and discrete least-squares approximation by radial basis functions on spheres

Authors: Quoc Thong Le Gia; Francis J. Narcowich; Joseph D. Ward; Holger Wendland;

Continuous and discrete least-squares approximation by radial basis functions on spheres

Abstract

Let \(S^n\) be the \(n\)-dimensional sphere in \(\mathbb R^n\) and \(A=\{U_j,\psi_j\}_{j=1}^m\) be an atlas for \(S^n\), i.e. open sets \(U_j\subset S^n\) cover \(S^n\), \(\psi_j\) are homeomorphic from \(U_j\) to the unit ball \(B(0,1)\subset \mathbb R^n\) and \(\psi_i\circ \psi_j^{-1}\) are \(C^{\infty}\) on \(\psi_j(U_j\cap U_i)\). Let \(\{\chi_j\}_{j=1}^m\) be the partition of unity with respect to \(\{U_j\}_{j=1}^m\). For \(f:S^n\to \mathbb R\) we introduce \(\pi_j(f)(x)=f\circ \psi_j^{-1}(x)X_{B(0,1)}(x)\), where \(X_E\) is the indicator of \(E\). Then \[ W^{\tau}_p(S^n)=\Biggr\{f\in L_p(S^n): \| f| W^{\tau}_p(S^n)\| = \biggl(\sum^m_{j=1}\| \pi_j(\chi_jf)| W^{\tau}_p(\mathbb R^n)\| ^p\biggr)^{1/p}m+n/p\) if \(p>1\) or \(k\geq m+n/p\) if \(p=1\). Theorem 3.3. Suppose that the assumption above holds, \(X\subset S^n\) is finite and \(h_{X,S^n}\) is sufficiently small. If \(u\in W^{\tau}_p(S^n)\) satisfies \(u| X=0\), then \[ \| u| W^{m}_q(S^n)\| \leq Ch^{\tau-m-n(1/p-1/q)_+}\| u| W^{\tau}_p(S^n)\| . \] Applications to estimates of approximation of \(u\) by solutions of some least-square problems are given.

Country
Germany
Keywords

Mathematics(all), Numerical Analysis, Applied Mathematics, Rate of convergence, degree of approximation, radial basis functions, Norming sets, Radial basis functions, error estimates, Scattered data, norming sets, Error estimates, Interpolation in approximation theory, scattered data, Analysis

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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!
43
Top 10%
Top 10%
Top 10%
Green
hybrid