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use strict; |
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use warnings; |
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=head1 NAME |
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Algorithm::Evolutionary::Op::Uniform_Crossover - interchanges a set of atoms |
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from one parent to the other. |
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=head1 SYNOPSIS |
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#Create from XML description using EvoSpec |
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my $xmlStr3=<
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#Max is 2, anyways |
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EOC |
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my $op3 = Algorithm::Evolutionary::Op::Base->fromXML( $xmlStr3 ); |
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print $op3->asXML(), "\n"; |
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#Apply to 2 Individuals of the String class |
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my $indi = new Algorithm::Evolutionary::Individual::BitString 10; |
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my $indi2 = $indi->clone(); |
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my $indi3 = $indi->clone(); |
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my $offspring = $op3->apply( $indi2, $indi3 ); #$indi2 == $offspring |
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#Initialize using OO interface |
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my $op4 = new Algorithm::Evolutionary::Op::Uniform_Crossover 0.5;# Crossover rate |
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=head1 Base Class |
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L |
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=head1 DESCRIPTION |
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General purpose uniform crossover operator |
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=head1 METHODS |
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=cut |
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package Algorithm::Evolutionary::Op::Uniform_Crossover; |
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use lib qw(../../..); |
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our ($VERSION) = ( '$Revision: 3.2 $ ' =~ /(\d+\.\d+)/ ); |
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use Clone qw(clone); |
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2671
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use Carp; |
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63
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use base 'Algorithm::Evolutionary::Op::Base'; |
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#Class-wide constants |
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our $APPLIESTO = 'Algorithm::Evolutionary::Individual::String'; |
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our $ARITY = 2; |
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our %parameters = ( crossover_rate => 2 ); |
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57
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=head2 new( [$options_hash] [, $operation_priority] ) |
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Creates a new n-point crossover operator, with 2 as the default number |
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of points, that is, the default would be |
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my $options_hash = { crossover_rate => 0.5 }; |
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my $priority = 1; |
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=cut |
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66
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sub new { |
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my $class = shift; |
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my $hash = { crossover_rate => shift || 0.5 }; |
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croak "Crossover probability must be less than 1" |
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if $hash->{'crossover_rate'} >= 1; |
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my $priority = shift || 1; |
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my $self = Algorithm::Evolutionary::Op::Base::new( $class, $priority, $hash ); |
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return $self; |
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} |
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76
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=head2 apply( $chromsosome_1, $chromosome_2 ) |
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Applies xover operator to a "Chromosome", a string, really. Can be |
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applied only to I with the C<_str> instance variable; but |
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it checks before application that both operands are of type |
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L. |
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83
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Changes the first parent, and returns it. If you want to change both |
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parents at the same time, check |
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L |
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87
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=cut |
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89
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sub apply ($$$){ |
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my $self = shift; |
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my $arg = shift || croak "No victim here!"; |
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my $victim = clone( $arg ); |
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my $victim2 = shift || croak "No victim here!"; |
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my $min_length = ( $victim->size() > $victim2->size() )? |
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$victim2->size():$victim->size(); |
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for ( my $i = 0; $i < $min_length; $i++ ) { |
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if ( rand() < $self->{'_crossover_rate'}) { |
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$victim->Atom($i, $victim2->Atom($i)); |
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} |
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} |
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$victim->{'_fitness'} = undef; |
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return $victim; |
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} |
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105
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=head1 Copyright |
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106
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107
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This file is released under the GPL. See the LICENSE file included in this distribution, |
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or go to http://www.fsf.org/licenses/gpl.txt |
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109
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110
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CVS Info: $Date: 2011/02/14 06:55:36 $ |
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$Header: /cvsroot/opeal/Algorithm-Evolutionary/lib/Algorithm/Evolutionary/Op/Uniform_Crossover.pm,v 3.2 2011/02/14 06:55:36 jmerelo Exp $ |
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$Author: jmerelo $ |
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$Revision: 3.2 $ |
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$Name $ |
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116
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=cut |