sk-Spline interpolation on R^n
This work provides a theoretical foundation for sk-spline interpolation on general lattices in high-dimensional spaces, but is purely theoretical with no experimental validation.
The paper introduces sk-splines on R^n and establishes representations of cardinal sk-splines with knots and interpolation points on sets AZ^n, which are analogs of Korobov's grids for high-dimensional problems.
The main aim of this article is to introduce sk-splines on R^n and establish representations of cardinal sk-splines with knots and points of interpolation on the sets AZ^n, where A is an arbitrary nonsingular matrix. Such sets of points are analogs for R^n of number theoretic Korobov's grids on the torus and proved to be useful for problems of very high dimensionality.