SHEPARD_INTERP_ND
Shepard Interpolation of Multidimensional Data

SHEPARD_INTERP_ND is a C++ library which defines and evaluates Shepard interpolants to multidimensional data, based on inverse distance weighting.

SHEPARD_INTERP_ND needs the R8LIB library. The test needs the TEST_INTERP_ND library.

Licensing:

The computer code and data files described and made available on this web page are distributed under the GNU LGPL license.

Languages:

SHEPARD_INTERP_ND is available in a C version and a C++ version and a FORTRAN77 version and a FORTRAN90 version and a MATLAB version.

Related Data and Programs:

LAGRANGE_INTERP_ND, a C++ library which defines and evaluates the Lagrange polynomial p(x) which interpolates a set of data depending on a multidimensional argument x that was evaluated on a product grid, so that p(x(i)) = z(i).

R8LIB, a C++ library which contains many utility routines using double precision real (R8) arithmetic.

RBF_INTERP_ND, a C++ library which defines and evaluates radial basis function (RBF) interpolants to multidimensional data.

SHEPARD_INTERP_1D, a C++ library which defines and evaluates Shepard interpolants to 1D data, which are based on inverse distance weighting.

SHEPARD_INTERP_2D, a C++ library which defines and evaluates Shepard interpolants to 2D data, which are based on inverse distance weighting.

SPARSE_INTERP_ND a C++ library which can be used to define a sparse interpolant to a function f(x) of a multidimensional argument.

TEST_INTERP_ND, a C++ library which defines test problems for interpolation of data z(x), depending on an M-dimensional argument.

Reference:

1. Richard Franke,
   Scattered Data Interpolation: Tests of Some Methods,
   Mathematics of Computation,
   Volume 38, Number 157, January 1982, pages 181-200.
2. Donald Shepard,
   A two-dimensional interpolation function for irregularly spaced data,
   ACM '68: Proceedings of the 1968 23rd ACM National Conference,
   ACM, pages 517-524, 1969.

Source Code:

• shepard_interp_nd.cpp, the source code.
• shepard_interp_nd.hpp, the include file.
• shepard_interp_nd.sh, BASH commands to compile the source code.

Examples and Tests:

• shepard_interp_nd_prb.cpp, a sample calling program.
• shepard_interp_nd_prb.sh, BASH commands to compile and run the sample program.
• shepard_interp_nd_prb_output.txt, the output file.

List of Routines:

• SHEPARD_INTERP_ND evaluates a multidimensional Shepard interpolant.

You can go up one level to the C++ source codes.