view scripts/linear-algebra/rank.m @ 1315:611d403c7f3d

[project @ 1995-06-25 19:56:32 by jwe]
author jwe
date Sun, 25 Jun 1995 19:56:32 +0000
parents 3f257ab07921
children 5d29638dd524
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# Copyright (C) 1993, 1994, 1995 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.

function retval = rank (A, tol)

# usage: rank (a, tol)
#
# Return the rank of the matrix a.  The rank is taken to be the number
# of singular values of a that are greater than tol.
#
# If the second argument is omitted, it is taken to be
#
#   tol =  max (size (a)) * sigma (1) * eps;
#
# where eps is machine precision and sigma is the largest singular
# value of a.

  if (nargin == 1)
    sigma = svd (A);
    tolerance = max (size (A)) * sigma (1) * eps;
  elseif (nargin == 2)
    sigma = svd (A);
    tolerance = tol;
  else
    usage ("rank (A)");
  endif
  retval = sum (sigma > tolerance);

endfunction