view release on metacpan or  search on metacpan

lib/AI/ParticleSwarmOptimization.pm  view on Meta::CPAN

=item * kLogDetail

Shows additional details for some of the other logging options.

=item * kLogIterDetail

Shorthand for C<kLogIter | kLogIterDetail>

=back

=back

=item B<setParams (%parameters)>

Set or change optimization parameters. See I<-new> above for a description of
the parameters that may be supplied.

=item B<init ()>

Reinitialize the optimization. B<init ()> will be called during the first call
to B<optimize ()> if it hasn't already been called.

=item B<optimize ()>

Runs the minimization optimization. Returns the fit value of the best fit
found. The best possible fit is negative infinity.

B<optimize ()> may be called repeatedly to continue the fitting process. The fit
processing on each subsequent call will continue from where the last call left
off.

=item B<getParticleState ()>

Returns the vector of position

=item B<getBestParticles ([$n])>

Takes an optional count.

Returns a list containing the best $n particle numbers. If $n is not specified
only the best particle number is returned.

=item B<getParticleBestPos ($particleNum)>

Returns a list containing the best value of the fit and the vector of its point
in hyper space.

    my ($fit, @vector) = $pso->getParticleBestPos (3)

=item B<getIterationCount ()>

Return the number of iterations performed. This may be useful when the
I<-exitFit> criteria has been met or where multiple calls to I<optimize> have
been made.

=back

=head1 BUGS

Please report any bugs or feature requests to C<bug-AI-ParticleSwarmOptimization
at rt.cpan.org>, or through the web interface at
L<http://rt.cpan.org/NoAuth/ReportBug.html?Queue=AI-ParticleSwarmOptimization>.
I will be notified, and then you'll automatically be notified of progress on
your bug as I make changes.

=head1 SUPPORT

This module is supported by the author through CPAN. The following links may be
of assistance:

=over 4

=item * AnnoCPAN: Annotated CPAN documentation

L<http://annocpan.org/dist/AI-ParticleSwarmOptimization>

=item * CPAN Ratings

L<http://cpanratings.perl.org/d/AI-ParticleSwarmOptimization>

=item * RT: CPAN's request tracker

L<http://rt.cpan.org/NoAuth/Bugs.html?Dist=AI-ParticleSwarmOptimization>

=item * Search CPAN

L<http://search.cpan.org/dist/AI-ParticleSwarmOptimization>

=back

=head1 SEE ALSO

http://en.wikipedia.org/wiki/Particle_swarm_optimization

=head1 ACKNOWLEDGEMENTS

This module is an evolution of the AI::PSO module created by Kyle Schlansker.

Plateau management code added in version 1.004 contributed by Kevin Balbi.

=head1 AUTHOR

    Peter Jaquiery
    CPAN ID: GRANDPA
    grandpa@cpan.org

=head1 COPYRIGHT AND LICENSE

This program is free software; you can redistribute it and/or modify it under
the same terms as Perl itself.

The full text of the license can be found in the LICENSE file included with this
module.

=cut