File Coverage

lib/Algorithm/Evolutionary/Op/Mutation.pm

Criterion	Covered	Total	%
statement	12	12	100.0
branch			n/a
condition			n/a
subroutine	4	4	100.0
pod			n/a
total	16	16	100.0

use strict;
use warnings;

=head1 NAME

Algorithm::Evolutionary::Op::Mutation - BitFlip mutation, changes several bits in a bitstring, depending on the probability

=head1 SYNOPSIS

  use Algorithm::Evolutionary::Op::Mutation;

  my $xmlStr=<



  EOC
  my $ref = XMLin($xmlStr);

  my $op = Algorithm::Evolutionary::Op::->fromXML( $ref );
  print $op->asXML(), "\n*Arity ->", $op->arity(), "\n";

  #Create from scratch
  my $op = new Algorithm::Evolutionary::Op::Mutation (0.5 );

  #All options
  my $priority = 1;
  my $mutation = new Algorithm::Evolutionary::Op::Mutation 1/$length, $priority;

=head1 Base Class

L

=head1 DESCRIPTION

Mutation operator for a GA

=cut

package  Algorithm::Evolutionary::Op::Mutation;

our ($VERSION) = ( '$Revision: 3.1 $ ' =~ /(\d+\.\d+)/ );

use Carp;

use base 'Algorithm::Evolutionary::Op::Base';

#Class-wide constants
our $APPLIESTO =  'Algorithm::Evolutionary::Individual::BitString';
our $ARITY = 1;

=head1 METHODS

=head2 new( [$mutation_rate] [, $operator_probability] )

Creates a new mutation operator with a bitflip application rate, which
defaults to 0.5, and an operator application rate (general for all
ops), which defaults to 1. Application rate will be converted in
runtime to application probability, which will eventually depend on
the rates of all the other operators. For instance, if this operator's
rate is one and there's another with rate=4, probability will be 20%
for this one and 80% for the other; 1 in 5 new individuals will be
generated using this and the rest using the other one.

=cut

sub new {
  my $class = shift;
  my $mutRate = shift || 0.5;
  my $rate = shift || 1;

  my $hash = { mutRate => $mutRate };
  my $self = Algorithm::Evolutionary::Op::Base::new( 'Algorithm::Evolutionary::Op::Mutation', $rate, $hash );
  return $self;
}


=head2 create( [$operator_probability] )

Creates a new mutation operator with an application rate. Rate
defaults to 0.5 (which is rather high, you should not rely on it).

Called C to distinguish from the classwide ctor, new. It just
makes simpler to create a Mutation Operator

=cut

sub create {
  my $class = shift;
  my $rate = shift || 0.5;

  my $self = {_mutRate => $rate };

  bless $self, $class;
  return $self;
}

=head2 apply( $chromosome )

Applies mutation operator to a "Chromosome", a bitstring, really. Can be
applied only to I with the C<_str> instance variable;
it checks before application that the operand is of type
L.
It returns the victim.

=cut

sub apply ($;$) {
  my $self = shift;
  my $arg = shift || croak "No victim here!";
  my $victim = $arg->clone();
  croak "Incorrect type ".(ref $victim) if ! $self->check( $victim );
  for ( my $i = 0; $i < length( $victim->{_str} ); $i ++ ) {
      if ( rand() < $self->{_mutRate} ) {
	  my $bit = $victim->Atom($i);
	  $victim->Atom($i,  $bit?0:1 );
      }
  }
  $victim->{'_fitness'} = undef ;
  return $victim;
}

=head1 Copyright

  This file is released under the GPL. See the LICENSE file included in this distribution,
  or go to http://www.fsf.org/licenses/gpl.txt

  CVS Info: $Date: 2009/09/13 12:49:04 $
  $Header: /cvsroot/opeal/Algorithm-Evolutionary/lib/Algorithm/Evolutionary/Op/Mutation.pm,v 3.1 2009/09/13 12:49:04 jmerelo Exp $
  $Author: jmerelo $
  $Revision: 3.1 $
  $Name $

=cut