Title
Approximation in Sobolev spaces by kernel expansions
Abstract
For interpolation of smooth functions by smooth kernels having an expansion into eigenfunctions (e.g., on the circle, the sphere, and the torus), good results including error bounds are known, provided that the smoothness of the function is closely related to that of the kernel. The latter fact is usually quantified by the requirement that the function should lie in the "native" Hilbert space of the kernel, but this assumption rules out the treatment of less smooth functions by smooth kernels. For the approximation of functions from "large" Sobolev spaces W by functions generated by smooth kernels, this paper shows that one gets at least the known order for interpolation with a less smooth kernel that has W as its native space.
Year
DOI
Venue
2002
10.1006/jath.2001.3637
Journal of Approximation Theory
Keywords
Field
DocType
hilbert space,smooth function,kernel expansion,known order,native space,latter fact,error bound,assumption rule,sobolev space,smooth kernel,good result,radial basis function,n sphere,radial basis functions,sobolev spaces
Hilbert space,n-sphere,Interpolation space,Mathematical analysis,Sobolev space,Interpolation,Sobolev inequality,Smoothness,Reproducing kernel Hilbert space,Mathematics
Journal
Volume
Issue
ISSN
114
1
0021-9045
Citations 
PageRank 
References 
10
1.99
2
Authors
3
Name
Order
Citations
PageRank
F. J. Narcowich18919.20
R. Schaback211421.94
J. D. Ward3365.98