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Quasi-interpolation by thin-plate splines on a square
Authors:R K Beatson  W A Light
Institution:1. Mathematics Department, University of Canterbury, 1, Christchurch, New Zealand
2. Mathematics Department, University of Leicester, LE1 7RH, Leicester, England
Abstract:Quasi-interpolation is one method of generating approximations from a space of translates of dilates of a single function ψ. This method has been applied widely to approximation by radial basis functions. However, such analysis has most often been performed in the setting of an infinite uniform grid of centers. In this paper we develop general error bounds for approximation by quasiinterpolation on ann-cube. The quasi-interpolant analyzed involves a finite number, growing ash ?n , of translates of dilates of the function ψ, and a bounded number of edge functions. The centers of the translates of dilates of ψ form a uniformly spaced grid within the cube. These error bounds are then applied to approximation by thin-plate splines on a square. The result is an O(ω(f, -1,1]2,h)) error bound for approximation by thin-plate splines supplemented with eight arctan functions.
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