Semi-cardinal polyspline interpolation with Beppo Levi boundary conditions

We consider the problem of interpolation to a sequence of n-variate periodic data functions prescribed on {j}xR^n, j@?Z"+, from a space of piecewise polyharmonic functions (polysplines) of n+1 variables. A unique solution is obtained subject to boundary conditions of the type employed in Duchon's theory of polyharmonic surface splines. The construction of the polyspline scheme is based on the extension of Schoenberg's semi-cardinal interpolation model to a class of univariate L-splines.

[1]  A. Bejancu,et al.  A new approach to semi-cardinal spline interpolation , 2000 .

[2]  I. J. Schoenberg,et al.  Cardinal interpolation and spline functions: II interpolation of data of power growth , 1972 .

[3]  J. Duchon Spline minimizing rotation-invariant seminorms in Sobolev spaces , 1977 .

[4]  Jean Duchon,et al.  Splines minimizing rotation-invariant semi-norms in Sobolev spaces , 1976, Constructive Theory of Functions of Several Variables.

[5]  R. Schaback Native Hilbert Spaces for Radial Basis Functions I , 1999 .

[6]  Ognyan Kounchev Multivariate Polysplines: Applications to Numerical and Wavelet Analysis , 2001 .

[7]  O. Kounchev,et al.  Cardinal interpolation with biharmonic polysplines on strips , 2004 .

[8]  Malcolm A. Sabin,et al.  Maximal approximation order for a box-spline semi-cardinal interpolation scheme on the three-direction mesh , 2005, Adv. Comput. Math..

[9]  Larry L. Schumaker,et al.  Approximation theory X : wavelets, splines, and applications , 2002 .

[10]  I. J. Schoenberg,et al.  Cardinal interpolation and spline functions , 1969 .

[11]  A. Bejancu Polyharmonic spline interpolation on a semi-space lattice , 2000 .

[12]  Ognyan Kounchev,et al.  Cardinal interpolation with periodic polysplines on strips , 2007 .

[13]  Miron Nicolesco,et al.  Les fonctions polyharmoniques , 1936 .

[14]  Martin D. Buhmann,et al.  Semi-infinite cardinal interpolation with multiquadrics and beyond , 2006, Adv. Comput. Math..

[15]  M. G. Krein,et al.  Integral equations on a half-line with kernels de-pending upon the difference of the arguments , 1962 .

[16]  Samuel Karlin,et al.  Studies in spline functions and approximation theory , 1976 .

[17]  L. Schumaker Spline Functions: Basic Theory , 1981 .

[18]  I. J. Schoenberg Cardinal Spline Interpolation , 1987 .

[19]  W. Madych,et al.  Multivariate interpolation and condi-tionally positive definite functions , 1988 .

[20]  Malcolm A. Sabin,et al.  Boundary Conditions for the 3-Direction Box-Spline , 2003, IMA Conference on the Mathematics of Surfaces.

[21]  A. Bejancu Semi-cardinal interpolation and difference equations: from cubic B-splines to a three-direction box-spline construction , 2006 .

[22]  Ognyan Kounchev,et al.  Application of PDE Methods to Visualization of Heart Data , 2003, IMA Conference on the Mathematics of Surfaces.

[23]  Tim N. T. Goodman,et al.  On the Cholesky Factorization of the Gram Matrix of Multivariate Functions , 2000, SIAM J. Matrix Anal. Appl..

[24]  Larry L. Schumaker,et al.  Curve and Surface Fitting: Saint-Malo 1999 , 2000 .