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Error Estimates for Thin Plate Spline Approximation in the Disk

机译:磁盘中薄板样条曲线逼近的误差估计

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摘要

This paper is concerned with approximation properties of linear combinations of scattered translates of the thin-plate spline radial basis function |·|2log|·| where the translates are taken in the unit disk D in R2. We show that the Lp approximation order for this kind of approximation is 2 + 1/p (for sufficiently smooth functions), which matches Johnson's upper bound and, thus, gives the saturation order. We also show that when one increases the density of the centers at the boundary, approximation order 4 - the best possible order in the absence of a boundary - can be obtained.
机译:本文关注薄板样条曲线径向基函数|·| 2 log |·|的线性平移的线性组合的近似性质。翻译是在R 2 中的单元磁盘D中进行的。我们证明,这种近似的L p 近似阶为2 + 1 / p(对于足够光滑的函数),它与Johnson的上限匹配,因此给出了饱和阶。我们还表明,当人们增加边界处的中心密度时,可以获得近似阶数4(在没有边界的情况下可能的最佳阶数)。

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