PDL::GSL::MROOT - PDL interface to multidimensional root-finding routines in GSL
=head1 DESCRIPTION
This is an interface to the multidimensional root-finding package present in the
GNU Scientific Library.
At the moment there is a single function gslmroot_fsolver which provides an interface
to the algorithms in the GSL library that do not use derivatives.
use PDL;
use PDL::GSL::MROOT;
my $init = pdl (-10.00, -5.0);
my $epsabs = 1e-7;
$res = gslmroot_fsolver($init, \&rosenbrock,
{Method => 0, EpsAbs => $epsabs});
sub rosenbrock{
my ($x) = @_;
my $c = 1;
my $d = 10;
my $y = zeroes($x);
my $y0 = $y->slice(0);
$y0 .= $c * (1 - $x->slice(0));
my $y1 = $y->slice(1);
$y1 .= $d * ($x->slice(1) - $x->slice(0)**2);
return $y;
}
Signature: (double xfree(n); double epsabs(); int method(); SV* function1)
info not available
fsolver_meat does not process bad values.
It will set the bad-value flag of all output piddles if the flag is set for any of the input piddles.
Multidimensional root finder without using derivatives
This function provides an interface to the multidimensional root finding algorithms
in the GSL library. It takes a minimum of two argumennts: a piddle $init with an
initial guess for the roots of the system and a reference to a function. The latter
function must return a piddle whose i-th element is the i-th equation evaluated at
the vector x (a piddle which is the sole input to this function). See the example in
the Synopsis above for an illustration. The function returns a piddle with the roots
for the system of equations.
Two optional arguments can be specified as shown below. One is Method, which can
take the values 0,1,2,3. They correspond to the 'hybrids', 'hybrid', 'dnewton' and
'broyden' algorithms respectively (see GSL documentation for details). The other
optional argument is Epsabs, which sets the absolute accuracy to which the roots
of the system of equations are required. The default value for Method is 0 ('hybrids'
algorithm) and the default for Epsabs is 1e-3.
Usage:
$res = gslmroot_fsolver($init, $function_ref,
[{Method => $method, Epsabs => $epsabs}]);
PDL
The GSL documentation is online at
http://www.gnu.org/software/gsl/manual/
This file copyright (C) 2006 Andres Jordan <ajordan@eso.org>
and Simon Casassus <simon@das.uchile.cl>
All rights reserved. There is no warranty. You are allowed to redistribute this
software/documentation under certain conditions. For details, see the file
COPYING in the PDL distribution. If this file is separated from the
PDL distribution, the copyright notice should be included in the file.
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