Integral representation of slowly growing equidistant splines

In this paper we consider polynomial splines S(x) with equidistant nodes which may grow as O (|x|s). We present an integral representation of such splines with a distribution kernel. This representation is related to the Fourier integral of slowly growing functions. The part of the Fourier exponentials herewith play the so called exponential splines by Schoenberg. The integral representation provides a flexible tool for dealing with the growing equidistant splines. First, it allows us to construct a rich library of splines possessing the property that translations of any such spline form a basis of corresponding spline space. It is shown that any such spline is associated with a dual spline whose translations form a biorthogonal basis. As examples we present solutions of the problems of projection of a growing function onto spline spaces and of spline interpolation of a growing function. We derive formulas for approximate evaluation of splines projecting a function onto the spline space and establish therewith exact estimations of the approximation errors.

[1]  Robert Tibshirani,et al.  An Introduction to the Bootstrap , 1994 .

[2]  I. J. Schoenberg Contributions to the Problem of Approximation of Equidistant Data by Analytic Functions , 1988 .

[3]  Kazuo Toraichi,et al.  Periodic spline orthonormal bases , 1988 .

[4]  A. C. Sim,et al.  Distribution Theory and Transform Analysis , 1966 .

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

[6]  Valery A. Zheludev,et al.  Local spline approximation on a uniform mesh , 1989 .

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

[8]  Amara Lynn Graps,et al.  An introduction to wavelets , 1995 .

[9]  R. DeVore,et al.  Approximation from shift-invariant subspaces of ₂(^{}) , 1994 .

[10]  R. DeVore,et al.  Approximation from Shift-Invariant Subspaces of L 2 (ℝ d ) , 1994 .

[11]  G. Battle A block spin construction of ondelettes. Part I: Lemarié functions , 1987 .

[12]  I. J. Schoenberg Contributions to the problem of approximation of equidistant data by analytic functions. Part B. On the problem of osculatory interpolation. A second class of analytic approximation formulae , 1946 .

[13]  Walter Gautschi,et al.  Mathematics of computation, 1943-1993 : a half-century of computational mathematics : Mathematics of Computation 50th Anniversary Symposium, August 9-13, 1993, Vancouver, British Columbia , 1994 .

[14]  Hwee Huat Tan,et al.  Periodic Orthogonal Splines and Wavelets , 1995 .