Augmented Thin Plate Spline Approximation in DRM

The dual reciprocity method (DRM) is a popular mathematical technique to solve non-homogeneous Poisson type equations. The method involves the approximation of the non-homogeneous term by a set of radial basis functions (RBF) and transferring the resultant domain integral to an equivalent boundary integral. In this work, the augmented thin plate spline (ATPS) is shown to be superior to the frequently used linear RBF for DRM approximation in two dimensions. Comparison of the DRM implementation with augmented and unaugmented thin plate spline is also provided.

[1]  Tim A. Osswald,et al.  The dual-reciprocity method for heat transfer in polymer processing , 1994 .

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

[3]  C. J. Coleman,et al.  A boundary element approach for non-homogeneous potential problems , 1991 .

[4]  Yinglong Zhang,et al.  On the dual reciprocity boundary element method , 1993 .

[5]  P. W. Partridge,et al.  The dual reciprocity boundary element method , 1991 .

[6]  Carlos Alberto Brebbia,et al.  Dynamic analysis in solid mechanics by an alternative boundary element procedure , 1983 .

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

[8]  M. Buhmann Multivariate cardinal interpolation with radial-basis functions , 1990 .

[9]  C. Micchelli Interpolation of scattered data: Distance matrices and conditionally positive definite functions , 1986 .

[10]  Carlos Alberto Brebbia,et al.  Boundary Elements: An Introductory Course , 1989 .

[11]  J. Meinguet An Intrinsic Approach to Multivariate Spline Interpolation at Arbitrary Points , 1979 .

[12]  L. C. Wrobel,et al.  Properties of Gaussian radial basis functions in the dual reciprocity boundary element method , 1993 .

[13]  R. N. Desmarais,et al.  Interpolation using surface splines. , 1972 .

[14]  Carlos Alberto Brebbia,et al.  The dual reciprocity boundary element formulation for diffusion problems , 1987 .

[15]  P. A. Ramachandran,et al.  Radial basis function approximation in the dual reciprocity method , 1994 .

[16]  R. Franke Scattered data interpolation: tests of some methods , 1982 .