/* interpolation/interp_poly.c * * Copyright (C) 2001 DAN, HO-JIN * Copyright (C) 2013 Patrick Alken * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 3 of the License, or (at * your option) any later version. * * This program is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. */ /* Modified for standalone use in polynomial directory, B.Gough 2001 */ #include #include #include int gsl_poly_dd_init (double dd[], const double xa[], const double ya[], size_t size) { size_t i, j; /* Newton's divided differences */ dd[0] = ya[0]; for (j = size - 1; j >= 1; j--) { dd[j] = (ya[j] - ya[j - 1]) / (xa[j] - xa[j - 1]); } for (i = 2; i < size; i++) { for (j = size - 1; j >= i; j--) { dd[j] = (dd[j] - dd[j - 1]) / (xa[j] - xa[j - i]); } } return GSL_SUCCESS; } int gsl_poly_dd_taylor (double c[], double xp, const double dd[], const double xa[], size_t size, double w[]) { size_t i, j; for (i = 0; i < size; i++) { c[i] = 0.0; w[i] = 0.0; } w[size - 1] = 1.0; c[0] = dd[0]; for (i = size - 1; i-- > 0;) { w[i] = -w[i + 1] * (xa[size - 2 - i] - xp); for (j = i + 1; j < size - 1; j++) { w[j] = w[j] - w[j + 1] * (xa[size - 2 - i] - xp); } for (j = i; j < size; j++) { c[j - i] += w[j] * dd[size - i - 1]; } } return GSL_SUCCESS; } /* gsl_poly_dd_hermite_init() Compute divided difference representation of data for Hermite polynomial interpolation Inputs: dd - (output) array of size 2*size containing divided differences, dd[k] = f[z_0,z_1,...,z_k] za - (output) array of size 2*size containing z values xa - x data ya - y data dya - dy/dx data size - size of xa,ya,dya arrays Return: success */ int gsl_poly_dd_hermite_init (double dd[], double za[], const double xa[], const double ya[], const double dya[], const size_t size) { const size_t N = 2 * size; size_t i, j; /* Hermite divided differences */ dd[0] = ya[0]; /* compute: dd[j] = f[z_{j-1},z_j] for j \in [1,N-1] */ for (j = 0; j < size; ++j) { za[2*j] = xa[j]; za[2*j + 1] = xa[j]; if (j != 0) { dd[2*j] = (ya[j] - ya[j - 1]) / (xa[j] - xa[j - 1]); dd[2*j - 1] = dya[j - 1]; } } dd[N - 1] = dya[size - 1]; for (i = 2; i < N; i++) { for (j = N - 1; j >= i; j--) { dd[j] = (dd[j] - dd[j - 1]) / (za[j] - za[j - i]); } } return GSL_SUCCESS; } /* gsl_poly_dd_hermite_init() */