/* Copyright (C) 1996, 1997 John W. Eaton This file is part of Octave. Octave 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 2, or (at your option) any later version. Octave 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 Octave; see the file COPYING. If not, write to the Free Software Foundation, 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. */ #ifdef HAVE_CONFIG_H #include #endif #include "CmplxSVD.h" #include "dbleSVD.h" #include "defun-dld.h" #include "error.h" #include "gripes.h" #include "oct-obj.h" #include "pr-output.h" #include "utils.h" DEFUN_DLD (svd, args, nargout, "S = svd (X) or [U, S, V] = svd (X [, 0])\n\ \n\ Compute the singular value decomposition of X. Given a second input\n\ argument, an `economy' sized factorization is computed that omits\n\ unnecessary rows and columns of U and V.\n\ \n\ X may not contain any Inf or NaN values.") { octave_value_list retval; int nargin = args.length (); if (nargin < 1 || nargin > 2 || nargout == 2 || nargout > 3) { print_usage ("svd"); return retval; } octave_value arg = args(0); int arg_is_empty = empty_arg ("svd", arg.rows (), arg.columns ()); if (arg_is_empty < 0) return retval; else if (arg_is_empty > 0) return octave_value_list (3, Matrix ()); SVD::type type = ((nargout == 0 || nargout == 1) ? SVD::sigma_only : (nargin == 2) ? SVD::economy : SVD::std); if (arg.is_real_type ()) { Matrix tmp = arg.matrix_value (); if (! error_state) { if (tmp.any_element_is_inf_or_nan ()) { error ("svd: cannot take SVD of matrix containing Inf or\ NaN values"); return retval; } SVD result (tmp, type); DiagMatrix sigma = result.singular_values (); if (nargout == 0 || nargout == 1) { retval(0) = octave_value (sigma.diag (), 1); } else { retval(2) = result.right_singular_matrix (); retval(1) = sigma; retval(0) = result.left_singular_matrix (); } } } else if (arg.is_complex_type ()) { ComplexMatrix ctmp = arg.complex_matrix_value (); if (! error_state) { if (ctmp.any_element_is_inf_or_nan ()) { error ("svd: cannot take SVD of matrix containing Inf or\ NaN values"); return retval; } ComplexSVD result (ctmp, type); DiagMatrix sigma = result.singular_values (); if (nargout == 0 || nargout == 1) { retval(0) = octave_value (sigma.diag (), 1); } else { retval(2) = result.right_singular_matrix (); retval(1) = sigma; retval(0) = result.left_singular_matrix (); } } } else { gripe_wrong_type_arg ("svd", arg); return retval; } return retval; } /* ;;; Local Variables: *** ;;; mode: C++ *** ;;; End: *** */