# include # include # include # include # include # include using namespace std; # include "rbf_interp_2d.hpp" # include "r8lib.hpp" # include "test_interp_2d.hpp" int main ( ); void test01 ( int prob, int g, void phi ( int n, double r[], double r0, double v[] ), string phi_name ); //****************************************************************************80 int main ( ) //****************************************************************************80 // // Purpose: // // MAIN is the main program for RBF_INTERP_2D_PRB. // // Discussion: // // RBF_INTERP_2D_PRB tests the RBF_INTERP_2D library. // // Licensing: // // This code is distributed under the GNU LGPL license. // // Modified: // // 06 October 2012 // // Author: // // John Burkardt // { int g; int prob; int prob_num; timestamp ( ); cout << "\n"; cout << "RBF_INTERP_2D_PRB:\n"; cout << " C++ version\n"; cout << " Test the RBF_INTERP_2D library.\n"; cout << " The R8LIB library is required.\n"; cout << " This test also needs the TEST_INTERP_2D library.\n"; prob_num = f00_num ( ); g = 1; for ( prob = 1; prob <= prob_num; prob++ ) { test01 ( prob, g, phi1, "phi1" ); test01 ( prob, g, phi2, "phi2" ); test01 ( prob, g, phi3, "phi3" ); test01 ( prob, g, phi4, "phi4" ); } // // Terminate. // cout << "\n"; cout << "RBF_INTERP_2D_PRB:\n"; cout << " Normal end of execution.\n"; cout << "\n"; timestamp ( ); return 0; } //****************************************************************************80 void test01 ( int prob, int g, void phi ( int n, double r[], double r0, double v[] ), string phi_name ) //****************************************************************************80 // // Purpose: // // RBF_INTERP_2D_TEST01 tests RBF_INTERP_2D. // // Licensing: // // This code is distributed under the GNU LGPL license. // // Modified: // // 06 October 2012 // // Author: // // John Burkardt // // Parameters: // // Input, int PROB, the index of the problem. // // Input, int G, the index of the grid. // // Input, void PHI ( int n, double r[], double r0, double v[] ), the // radial basis function. // // Input, string PHI_NAME, the name of the radial basis function. // { int debug = 0; double e; int i; double int_error; int m; int nd; int ni; double r0; double volume; double *w; double *xd; double xmax; double xmin; double *xyd; double *xyi; double *yd; double ymax; double ymin; double *zd; double *zi; cout << "\n"; cout << "RBF_INTERP_2D_TEST01:\n"; cout << " Interpolate data from TEST_INTERP_2D problem #" << prob << "\n"; cout << " using grid #" << g << "\n"; cout << " using radial basis function \"" << phi_name << "\".\n"; nd = g00_size ( g ); cout << " Number of data points = " << nd << "\n"; xd = new double[nd]; yd = new double[nd]; g00_xy ( g, nd, xd, yd ); zd = new double[nd]; f00_f0 ( prob, nd, xd, yd, zd ); if ( debug ) { r8vec3_print ( nd, xd, yd, zd, " X, Y, Z data:" ); } m = 2; xyd = new double[2*nd]; for ( i = 0; i < nd; i++ ) { xyd[0+i*2] = xd[i]; xyd[1+i*2] = yd[i]; } xmax = r8vec_max ( nd, xd ); xmin = r8vec_min ( nd, xd ); ymax = r8vec_max ( nd, yd ); ymin = r8vec_min ( nd, yd ); volume = ( xmax - xmin ) * ( ymax - ymin ); e = 1.0 / ( double ) ( m ); r0 = pow ( volume / nd, e ); cout << " Setting R0 = " << r0 << "\n"; w = rbf_weight ( m, nd, xyd, r0, phi, zd ); // // #1: Does interpolant match function at interpolation points? // ni = nd; xyi = r8mat_copy_new ( 2, ni, xyd ); zi = rbf_interp ( m, nd, xyd, r0, phi, w, ni, xyi ); int_error = r8vec_norm_affine ( ni, zi, zd ) / ( double ) ( ni ); cout << "\n"; cout << " L2 interpolation error averaged per interpolant node = " << int_error << "\n"; delete [] w; delete [] xd; delete [] xyd; delete [] xyi; delete [] yd; delete [] zd; delete [] zi; return; }