Multivariate cardinal interpolation with radial-basis functions |
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Authors: | M. D. Buhmann |
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Affiliation: | 1. Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Silver Street, CB3 9EW, Cambridge, England
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Abstract: | For a radial-basis function?∶?→? we consider interpolation on an infinite regular lattice , tof∶? n→?, whereh is the spacing between lattice points and the cardinal function , satisfiesX(j)=δ oj for allj∈? n. We prove existence and uniqueness of such cardinal functionsX, and we establish polynomial precision properties ofI h for a class of radial-basis functions which includes (varphi (r) = r^{2q + 1} ) , (varphi (r) = r^{2q} log r,varphi (r) = sqrt {r^2 + c^2 } ) , and (varphi (r) = 1/sqrt {r^2 + c^2 } ) whereq∈? +. We also deduce convergence orders ofI hf to sufficiently differentiable functionsf whenh→0. |
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