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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_Diff - Uniform crossover, but interchanges only those atoms that are different |
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=head1 SYNOPSIS |
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my $xmlStr3=<
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#Max is 2, anyways |
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EOC |
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my $ref3 = XMLin($xmlStr3); |
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my $op3 = Algorithm::Evolutionary::Op::Base->fromXML( $ref3 ); |
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print $op3->asXML(), "\n"; |
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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 = $indi->clone(); #Operands are modified, so better to clone them |
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$op3->apply( $indi2, $indi3 ); |
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my $op4 = new Algorithm::Evolutionary::Op::Uniform_Crossover_Diff 1; #Uniform_Crossover_Diff with 1 crossover points |
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=head1 Base Class |
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L |
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=head1 DESCRIPTION |
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Crossover operator for a GA acting only on those bits that are different. |
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=head1 METHODS |
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=cut |
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package Algorithm::Evolutionary::Op::Uniform_Crossover_Diff; |
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use lib qw( ../../.. ); |
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our $VERSION = sprintf "%d.1%02d", q$Revision: 3.5 $ =~ /(\d+)\.(\d+)/g; # Hack for avoiding version mismatch |
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use Carp; |
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use base 'Algorithm::Evolutionary::Op::Crossover'; |
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#Class-wide constants |
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our $APPLIESTO = 'Algorithm::Evolutionary::Individual::String'; |
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our $ARITY = 2; |
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=head2 new( [$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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sub new { |
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my $class = shift; |
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my $hash = { numPoints => shift || 1 }; |
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croak "Less than 1 points to cross" |
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if $hash->{'numPoints'} < 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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=head2 apply( $parent_1, $parent_2 ) |
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Same as L, but making |
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sure that what is interchanged is different. |
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=cut |
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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 $arg2 = shift || croak "No victim here!"; |
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my $victim2 = $arg2->clone(); |
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my $victim = $arg->clone(); |
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my $min_length = ( length( $victim->{_str} ) > length( $victim2->{_str} ) )? |
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length( $victim2->{_str} ): length( $victim->{_str} ); |
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my @diffs; |
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for ( my $i = 0; $i < $min_length; $i ++ ) { |
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if ( substr( $victim2->{_str}, $i, 1 ) ne substr( $victim->{_str}, $i, 1 ) ) { |
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push @diffs, $i; |
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} |
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} |
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for ( my $i = 0; $i < $self->{'_numPoints'}; $i ++ ) { |
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if ( $#diffs > 0 ) { |
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my $diff = splice( @diffs, rand(@diffs), 1 ); |
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substr( $victim->{'_str'}, $diff, 1 ) = substr( $victim2->{'_str'}, $diff, 1 ); |
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} else { |
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last; |
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} |
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} |
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$victim->Fitness( undef ); |
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return $victim; |
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} |
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=head1 Copyright |
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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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CVS Info: $Date: 2011/08/12 09:08:47 $ |
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$Header: /cvsroot/opeal/Algorithm-Evolutionary/lib/Algorithm/Evolutionary/Op/Uniform_Crossover_Diff.pm,v 3.5 2011/08/12 09:08:47 jmerelo Exp $ |
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$Author: jmerelo $ |
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$Revision: 3.5 $ |
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$Name $ |
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=cut |