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Hermite-Birkhoff interpolation of scattered data by radial basis functions

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Approximation Theory and its Applications

Abstract

For Hermite-Birkhoff interpolation of scattered multidimensional data by radial basis function φ, existence and characterization theorems and a variational principle are proved. Examples include φ(r)=rb, Duchon’s thin-plate splines, Hardy’s multiquadrics, and inverse multiquadrics.

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Literatur

  1. Dyn, N., Interpolation of Scattered Data by Radial Functions, in: Topics in Multivariate Approximation, C.K. Chui, L.L. Schumaker, and F.I. Utreras (eds.) Academic Press, 1987.

  2. Matheron, G., The Intrinsic Random Functions and their Applications, Adv. appl. Prob. 5(1973) 439–468.

    Article  MATH  MathSciNet  Google Scholar 

  3. Micchelli, C.A., Interpolation of Scattered Data: Distance Matrices and Conditionally Positive Definite Functions, Constructive Approximation 2, 11–22.

  4. Powell, M.J.D., Radial Basis Functions for Multivariable Interpolation, a review, in Numerical Analysis 1987, D.F. Griffiths and G.A. Watson (eds.), Longman Scientific & Technical (Harlow), 223–241.

    Google Scholar 

  5. Schaback, R., Interpolation and Approximation von Funktionen mehrerer Veranderlicher. Vorlesungsmanuskript 1982 Göttingen, FRG.

  6. Wu Zongmin, Die Kriging-Methode zur Lösung mehrdimensionaler Interpolationsprobleme, Dissertation, 1986 Göttingen, FRG.

  7. Wu Zhongmin & Schaback, R., Local Error Estimates for Radial Basis Function Interpolation of Scattered Data, Preprint.

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Zongmin, W. Hermite-Birkhoff interpolation of scattered data by radial basis functions. Approx. Theory & its Appl. 8, 1–10 (1992). https://doi.org/10.1007/BF02836101

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  • DOI: https://doi.org/10.1007/BF02836101

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