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use strict; #-*-cperl-*- |
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use warnings; |
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use lib qw( ../../.. ); |
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=head1 NAME |
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Algorithm::Evolutionary::Op::Replace_Different - Incorporate |
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individuals into the population replacing the worst ones but only if |
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they are different. |
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=head1 SYNOPSIS |
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my $op = new Algorithm::Evolutionary::Op::Replace_Different; |
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$op->apply( $old_population_hashref, $new_population_hashref ); |
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=head1 Base Class |
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L |
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=head1 DESCRIPTION |
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Attempts all possible mutations in order, until a "novelty" individual |
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is found. Generated individuals are checked against the population |
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hash, and discarded if they are already in the population. |
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=head1 METHODS |
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=cut |
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package Algorithm::Evolutionary::Op::Replace_Different; |
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our $VERSION = sprintf "%d.%d", q$Revision: 1.1 $ =~ /(\d+)\.(\d+)/g; |
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use Carp; |
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use base 'Algorithm::Evolutionary::Op::Base'; |
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#Class-wide constants |
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our $ARITY = 1; |
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=head2 apply( $population, $chromosome_list ) |
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Eliminates the worst individuals in the population, replacing them by the list of new chromosomes. The population must be evaluated, but there's no need to have it sorted in advance. |
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=cut |
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sub apply ($;$){ |
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my $self = shift; |
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my $population = shift || croak "No population here!"; |
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my $chromosome_list = shift || croak "No new population here!"; |
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#Sort |
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my @sorted_population = sort { $b->Fitness() <=> $a->Fitness(); } |
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@$population ; |
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my %population_hash; |
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map( $population_hash{$_->{'_str'}} = 1, @sorted_population ); |
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my @non_repeated = grep( !$population_hash{$_->{'_str'}}, @$chromosome_list ); |
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my $to_eliminate = scalar @non_repeated; |
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if ( $to_eliminate > 0 ) { |
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# print "Eliminating $to_eliminate\n"; |
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splice ( @sorted_population, -$to_eliminate ); |
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push @sorted_population, @non_repeated; |
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} |
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return \@sorted_population; |
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} |
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=head1 SEE ALSO |
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L, where the |
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replacement policy is one of the parameters |
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It can also be used in L for |
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insertion of new individuals asynchronously. |
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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: 2011/02/21 16:53:20 $ |
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$Header: /cvsroot/opeal/Algorithm-Evolutionary/lib/Algorithm/Evolutionary/Op/Replace_Different.pm,v 1.1 2011/02/21 16:53:20 jmerelo Exp $ |
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$Author: jmerelo $ |
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$Revision: 1.1 $ |
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$Name $ |
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=cut |
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