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use strict; |
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use warnings; |
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use lib qw( ../../../../lib ); |
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=head1 NAME |
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Algorithm::Evolutionary::Fitness::MMDP - Massively Multimodal Deceptive Problem |
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=head1 SYNOPSIS |
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my $fitness_func = Algorithm::Evolutionary::Fitness::MMDP::apply; |
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my $fitness = $fitness_func( $chromosome ); |
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=head1 DESCRIPTION |
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Massively Multimodal Deceptive Problem, tough for evolutionary algorithms. |
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=head1 METHODS |
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=cut |
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package Algorithm::Evolutionary::Fitness::MMDP; |
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our $VERSION = '3.0'; |
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1
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126
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use base qw(Algorithm::Evolutionary::Fitness::String); |
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303
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30
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our @unitation = qw( 1 0 0.360384 0.640576 0.360384 0 1); |
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32
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1
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use constant BLOCK_SIZE => 6; |
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189
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33
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34
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sub _really_apply { |
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my $self = shift; |
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0
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return $self->mmdp( @_ ); |
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} |
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39
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=head2 mmdp( $string ) |
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Computes the MMDP value for a binary string, storing it in a cache. |
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=cut |
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45
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sub mmdp { |
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1
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my $self = shift; |
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6
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12
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my $string = shift; |
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6
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30
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my $cache = $self->{'_cache'}; |
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if ( $cache->{$string} ) { |
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0
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return $cache->{$string}; |
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} |
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6
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my $fitness = 0; |
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6
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11
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for ( my $i = 0; $i < length($string); $i+= BLOCK_SIZE ) { |
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6
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8
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my $block = substr( $string, $i, BLOCK_SIZE ); |
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6
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32
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my $ones = grep ( /1/, split(//,$block)); |
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6
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23
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$fitness += $unitation[$ones]; |
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} |
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6
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$cache->{$string} = $fitness; |
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6
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31
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return $fitness; |
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} |
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62
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=head1 Copyright |
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64
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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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67
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=cut |
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69
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"What???"; |