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4487
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use strict; #-*-cperl-*-
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3
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103
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2
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3
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use warnings;
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3
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=head1 NAME
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Algorithm::Evolutionary::Individual::Vector - Array as an individual for evolutionary computation
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=head1 SYNOPSIS
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10
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use Algorithm::Evolutionary::Individual::Vector;
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my $indi = new Algorithm::Evolutionary::Individual::Vector 10 ; # Build random vector individual with length 10
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# Each element in the range 0 .. 1
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my $indi2 = new Algorithm::Evolutionary::Individual::Vector 20, -5, 5; #Same, with range between -5 and 5
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#Creating a vector step by step. In Perl, there's always more than one way of doing it
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my $indi3 = new Algorithm::Evolutionary::Individual::Vector;
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$indi3->set( {length => 20,
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rangestart => -5,
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rangeend => 5 } ); #Sets values, but does not build the array
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$indi3->randomize(); #Creates an array using above parameters
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print $indi3->Atom( 7 ); #Returns the value of the 7th character
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$indi3->Atom( 3 ) = '2.35'; #Sets the value
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$indi3->addAtom( 7.5 ); #Adds a new component to the array at the end
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my $indi4 = Algorithm::Evolutionary::Individual::Vector->fromString( '3.5,4.5, 0.1, 3.2');
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#Parses the comma-separated elements of the string and creates a Algorithm::Evolutionary::Individual::Vector from them
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31
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my $indi5 = $indi4->clone(); #Creates a copy of the individual
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33
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my @array = qw( 3.5 4.8 3.3 4.2 0.23); #Tie a vector individual
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tie my @vector, 'Algorithm::Evolutionary::Individual::Vector', @array;
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print tied( @vector )->asXML();
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37
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print $indi3->as_string(); #Prints the individual
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print $indi3->asXML() #Prints it as XML. See L for more info on this
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40
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=head1 Base Class
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42
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L
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44
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=head1 DESCRIPTION
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46
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Array individual for a EA. Generally used for floating-point
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47
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arrays. It can be also TIEd so that it can be handled as a normal
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array.
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50
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=cut
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52
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package Algorithm::Evolutionary::Individual::Vector;
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54
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3
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3
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16
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use Carp;
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3
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6
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3
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186
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55
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3
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3
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5447
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use Exporter;
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3
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11
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3
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267
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56
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57
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our ($VERSION) = ( '$Revision: 3.2 $ ' =~ / (\d+\.\d+)/ );
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58
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59
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3
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3
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use base 'Algorithm::Evolutionary::Individual::Base';
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3
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5
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3
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1375
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60
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61
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=head1 METHODS
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62
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63
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=head2 new( [$length = 10] [, $start_of_range = 0] [, $end_of_range = 1] )
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65
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Creates a new random array individual, with fixed initial length, and uniform distribution
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66
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of values within a range
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67
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68
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=cut
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69
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70
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sub new {
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my $class = shift;
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72
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my $self;
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73
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$self->{_length} = shift || 10;
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74
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$self->{_array} = ();
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75
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$self->{_rangestart} = shift || 0;
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76
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$self->{_rangeend } = shift || 1;
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77
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78
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$self->{_fitness} = undef;
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bless $self, $class;
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$self->randomize();
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81
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return $self;
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82
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}
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83
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84
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=head2 size()
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85
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86
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Returns vector size (dimension)
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87
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88
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=cut
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89
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90
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sub size {
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91
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my $self = shift;
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92
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return $self->{'_length'};
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93
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}
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94
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95
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sub TIEARRAY {
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96
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my $class = shift;
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my $self = { _array => \@_,
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98
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_length => scalar( @_ ),
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99
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_fitness => undef };
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100
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bless $self, $class;
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101
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return $self;
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102
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}
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103
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104
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=head2 set( $ref_to_hash )
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105
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106
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Sets values of an individual; takes a hash as input. The array is
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107
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initialized to a null array, and the start and end range are
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108
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initialized by default to 0 and 1
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109
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110
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=cut
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111
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112
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sub set {
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113
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my $self = shift;
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114
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my $hash = shift || croak "No params here";
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115
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for ( keys %{$hash} ) {
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116
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$self->{"_$_"} = $hash->{$_};
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117
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}
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118
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$self->{_array} = shift || ();
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119
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$self->{_rangestart} = $self->{_rangestart} || 0;
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120
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$self->{_rangeend} = $self->{_rangeend} || 1;
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121
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$self->{_fitness} = undef;
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122
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}
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123
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124
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=head2 randomize()
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125
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126
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Assigns random values to the elements
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127
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128
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=cut
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129
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130
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sub randomize {
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131
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my $self = shift;
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132
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my $range = $self->{_rangeend} - $self->{_rangestart};
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133
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for ( my $i = 0; $i < $self->{_length}; $i++ ) {
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134
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push @{$self->{_array}}, rand( $range ) + $self->{_rangestart};
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135
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}
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136
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}
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137
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138
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=head2 Atom
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139
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140
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Gets or sets the value of an atom
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141
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142
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=cut
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143
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144
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sub Atom{
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145
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my $self = shift;
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146
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my $index = shift;
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147
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if ( @_ ) {
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148
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$self->{_array}[$index] = shift;
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149
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} else {
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150
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return $self->{_array}[$index];
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151
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}
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152
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}
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153
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154
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sub FETCH {
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155
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my $self = shift;
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156
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return $self->Atom( @_ );
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157
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}
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158
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159
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sub STORE {
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160
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my $self = shift;
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161
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$self->Atom( @_ );
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162
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}
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163
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164
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=head2 addAtom
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165
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166
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Adds an atom at the end
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167
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168
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=cut
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169
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170
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sub addAtom{
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171
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my $self = shift;
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172
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my $atom = shift || croak "No atom to add\n";
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173
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push( @{$self->{_array}}, $atom );
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174
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$self->{_length}++;
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175
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}
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176
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177
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sub PUSH {
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178
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my $self = shift;
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179
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push( @{$self->{_array}}, @_ );
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180
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$self->{_length}++;
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181
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}
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182
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183
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sub UNSHIFT {
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184
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my $self = shift;
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185
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unshift( @{$self->{_array}}, @_ );
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186
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$self->{_length}++;
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187
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}
|
188
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189
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sub POP {
|
190
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my $self = shift;
|
191
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return pop ( @{$self->{_array}} );
|
192
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$self->{_length}--;
|
193
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}
|
194
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195
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sub SHIFT {
|
196
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my $self = shift;
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197
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return shift @{$self->{_array}} ;
|
198
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$self->{_length}--;
|
199
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}
|
200
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201
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sub SPLICE {
|
202
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my $self = shift;
|
203
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splice( @{$self->{_array}}, shift, shift, @_ );
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204
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205
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}
|
206
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207
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sub FETCHSIZE {
|
208
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my $self = shift;
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209
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return @{$self->{_array}} -1;
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210
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}
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211
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212
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=head2 length()
|
213
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214
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Returns the number of atoms in the individual
|
215
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216
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=cut
|
217
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218
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sub length {
|
219
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my $self = shift;
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220
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return scalar @{$self->{_array}};
|
221
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}
|
222
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223
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=head2 fromString( $string )
|
224
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225
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Similar to a copy ctor; creates a vector individual from a string composed of
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stuff separated by a separator
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228
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=cut
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229
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230
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sub fromString {
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my $class = shift;
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my $str = shift;
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my $sep = shift || ",";
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my @ary = split( $sep, $str );
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my $self = { _array => \@ary,
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_fitness => undef };
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bless $self, $class;
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return $self;
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}
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241
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=head2 clone()
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243
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Similar to a copy ctor: creates a new individual from another one
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245
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=cut
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247
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sub clone {
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my $indi = shift || croak "Indi to clone missing ";
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249
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my $self = { _fitness => undef,
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250
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_length => $indi->{_length} };
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$self->{_array} = ();
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push(@{$self->{_array}}, @{$indi->{_array}});
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bless $self, ref $indi;
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die "Something is wrong " if scalar( @{$self->{_array}} ) > scalar( @{$indi->{_array}} );
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return $self;
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}
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257
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258
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259
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=head2 asString()
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261
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Returns a string with chromosome plus fitness. OK, this is a bit confusing
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263
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=cut
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264
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265
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sub asString {
|
266
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my $self = shift;
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267
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my $str = $self->as_string();
|
268
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if ( defined $self->{_fitness} ) {
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269
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$str .=", " . $self->{_fitness};
|
270
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}
|
271
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return $str;
|
272
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}
|
273
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274
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=head2 as_string()
|
275
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276
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Returns just the chromosome, not the fitness
|
277
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278
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=cut
|
279
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|
280
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|
sub as_string {
|
281
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|
|
my $self = shift;
|
282
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|
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|
|
my $str = join( ", ", @{$self->{_array}});
|
283
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|
return $str;
|
284
|
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|
|
}
|
285
|
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|
286
|
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|
=head2 asXML()
|
287
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|
288
|
|
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|
|
|
|
Prints it as XML. See the L OPEAL manual for details.
|
289
|
|
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|
|
|
|
|
290
|
|
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|
|
|
|
=cut
|
291
|
|
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|
|
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|
|
292
|
|
|
|
|
|
|
sub asXML {
|
293
|
|
|
|
|
|
|
my $self = shift;
|
294
|
|
|
|
|
|
|
my $str = $self->SUPER::asXML();
|
295
|
|
|
|
|
|
|
my $str2 = ">" .join( "", map( "$_ ", @{$self->{_array}} ));
|
296
|
|
|
|
|
|
|
$str =~ s/\/>/$str2/e ;
|
297
|
|
|
|
|
|
|
return $str."\n";
|
298
|
|
|
|
|
|
|
}
|
299
|
|
|
|
|
|
|
|
300
|
|
|
|
|
|
|
=head2 Chrom( [$ref_to_array]
|
301
|
|
|
|
|
|
|
|
302
|
|
|
|
|
|
|
Sets or gets the array that holds the chromosome. Not very nice, and
|
303
|
|
|
|
|
|
|
I would never ever do this in C++
|
304
|
|
|
|
|
|
|
|
305
|
|
|
|
|
|
|
=cut
|
306
|
|
|
|
|
|
|
|
307
|
|
|
|
|
|
|
sub Chrom {
|
308
|
|
|
|
|
|
|
my $self = shift;
|
309
|
|
|
|
|
|
|
if ( defined $_[0] ) {
|
310
|
|
|
|
|
|
|
$self->{_array} = shift;
|
311
|
|
|
|
|
|
|
}
|
312
|
|
|
|
|
|
|
return $self->{_array}
|
313
|
|
|
|
|
|
|
}
|
314
|
|
|
|
|
|
|
|
315
|
|
|
|
|
|
|
=head1 Copyright
|
316
|
|
|
|
|
|
|
|
317
|
|
|
|
|
|
|
This file is released under the GPL. See the LICENSE file included in this distribution,
|
318
|
|
|
|
|
|
|
or go to http://www.fsf.org/licenses/gpl.txt
|
319
|
|
|
|
|
|
|
|
320
|
|
|
|
|
|
|
CVS Info: $Date: 2011/11/23 10:59:47 $
|
321
|
|
|
|
|
|
|
$Header: /cvsroot/opeal/Algorithm-Evolutionary/lib/Algorithm/Evolutionary/Individual/Vector.pm,v 3.2 2011/11/23 10:59:47 jmerelo Exp $
|
322
|
|
|
|
|
|
|
$Author: jmerelo $
|
323
|
|
|
|
|
|
|
$Revision: 3.2 $
|
324
|
|
|
|
|
|
|
|
325
|
|
|
|
|
|
|
=cut
|