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package Math::Assistant; |
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48065
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use 5.008004; |
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use strict; |
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use warnings; |
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use Carp; |
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1675
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use Math::BigInt qw( bgcd ); |
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28417
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require Math::BigFloat; |
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require Exporter; |
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our @ISA = qw(Exporter); |
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our %EXPORT_TAGS = ( 'all' => [ qw( |
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Rank Det Solve_Det Gaussian_elimination test_matrix |
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) ], |
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'algebra' => [ qw( Rank Det Solve_Det ) ], |
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); |
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our @EXPORT_OK = ( @{ $EXPORT_TAGS{'all'} } ); |
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our @EXPORT = qw( ); |
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our $VERSION = '0.05'; |
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20098
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use base qw(Exporter); |
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2200
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# Rank of any integer matrix |
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# input: |
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# $Dimention |
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# return: |
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# $rank (order) |
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sub Rank{ |
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1
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my $M = &Gaussian_elimination; # triangular matrix |
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my $rank = 0; |
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for( @$M ){ # rows |
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for( @{$_} ){ # element in row |
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90
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$rank++, last if $_ |
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} |
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} |
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374
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$rank; |
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} |
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47
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48
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# Method of Gaussian elimination |
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# input: |
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# $Dimention |
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# return: |
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# $elimination_Dimention |
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sub Gaussian_elimination{ |
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1
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7
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my $M_ini = shift; |
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56
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my $t = &test_matrix( $M_ini ); |
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if( $t > 3 ){ |
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58
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0
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0
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croak("Use of uninitialized value in matrix"); |
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60
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}elsif( $t > 1 ){ |
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0
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0
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croak("Bad matrix"); |
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} |
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64
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4
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6
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my $rows = $#{$M_ini}; # number of rows |
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65
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4
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my $cols = $#{$M_ini->[0]}; # number of columns |
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9
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66
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67
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4
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7
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my %zr; # for rows with 0 |
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my %zc; # for columns with 0 |
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0
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0
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my $M; # copy |
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# search of rows with 0 |
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4
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for( my $i = 0; $i <= $rows; $i++ ){ |
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for( my $j = 0; $j <= $cols; $j++ ){ |
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154
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839
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$M->[$i][$j] = $M_ini->[$i][$j]; |
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154
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100
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435
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unless($M->[$i][$j]){ # zero element |
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$zr{$i}++; |
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$zc{$j}++; |
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} |
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} |
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} |
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82
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# Check Float (Fraction) |
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4
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9
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for my $i ( @$M ){ |
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50
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my $max_frac = &_max_len_frac($i, 0); |
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86
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145
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if($max_frac){ |
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0
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0
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$_ *= 10**$max_frac for @$i; |
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} |
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} |
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91
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4
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100
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if(keys %zr){ # yes, zero rows (columns) |
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93
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# I supplement indexes of nonzero rows |
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2
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8
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for( my $i = 0; $i <= $rows; $i++ ){ |
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$zr{$i} += 0; |
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} |
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98
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2
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4
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my $R; # temp copy of matrix M |
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2
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3
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my $v = 0; |
100
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# replacement of rows |
101
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2
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17
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for my $i ( sort { $zr{$a} <=> $zr{$b} } keys %zr ){ |
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25
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102
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for( my $j = 0; $j <= $cols; $j++ ){ |
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312
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$R->[$v][$j] = $M->[$i][$j]; |
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} |
105
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9
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17
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$v++; |
106
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} |
107
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108
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# I supplement indexes of non zero columns |
109
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2
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173
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for( my $j = 0; $j <= $cols; $j++ ){ |
110
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81
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$zc{$j} += 0; |
111
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} |
112
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113
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2
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9
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$v = 0; |
114
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# replacement of columns |
115
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2
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8
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for my $j ( sort { $zc{$b} <=> $zc{$a} } keys %zc ){ |
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21
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116
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for( my $i = 0; $i <= $rows; $i++ ){ |
117
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41
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278
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$M->[$i][$v] = $R->[$i][$j]; |
118
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} |
119
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16
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$v++; |
120
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} |
121
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} |
122
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123
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4
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15
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undef %zr; |
124
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7
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undef %zc; |
125
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126
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4
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140
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for(my $n = 0; $n < $rows; $n++){ |
127
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20
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50
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6136
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last if $n > $cols; # other zero rows |
128
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129
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# Replacement of zero diagonal element |
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20
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27
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my $s = 0; |
131
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M_Gauss1: |
132
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20
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100
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71
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while( $M->[$n][$n] == 0 && $s < $rows - $n ){ |
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2
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3
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$s++; |
134
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2
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6
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for( my $j = $n + 1; $j <= $cols; $j++ ){ |
135
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136
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2
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100
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7
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if( $M->[$n][$j] ){ # no zero element |
137
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# shift of columns $n <-> $j |
138
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1
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6
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for( my $i = 0; $i <= $rows; $i++ ){ |
139
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5
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17
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($M->[$i][$j], $M->[$i][$n]) = ($M->[$i][$n], $M->[$i][$j]); |
140
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} |
141
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1
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3
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last M_Gauss1; |
142
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} |
143
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} |
144
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145
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# all zero elements in row |
146
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1
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5
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for( my $j = $n; $j <= $cols; $j++ ){ |
147
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# shift of rows $n <-> $n+1 |
148
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2
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12
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($M->[$n][$j], $M->[$n+$s][$j]) = ($M->[$n+$s][$j], $M->[$n][$j]); |
149
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} |
150
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} |
151
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152
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20
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100
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45
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last unless $M->[$n][$n]; # zero elements of rows |
153
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154
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19
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171
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for( my $i = $n+1; $i <= $rows; $i++ ){ |
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156
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# Divisibility check totally |
157
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64
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64
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my($k,$d); |
158
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64
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173
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my $b = $M->[$i][$n] / $M->[$n][$n]; |
159
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64
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100
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117
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if($b == int($b)){ |
160
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31
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260
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$k = -$b; |
161
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31
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39
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$d = 1; |
162
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}else{ |
163
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33
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43
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$k = -$M->[$i][$n]; |
164
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33
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50
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$d = $M->[$n][$n]; |
165
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} |
166
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167
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# column (element in row) |
168
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64
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128
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for( my $j = $n; $j <= $cols; $j++ ){ |
169
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338
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1081
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$M->[$i][$j] = $M->[$i][$j]*$d + $k*$M->[$n][$j]; |
170
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} |
171
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} |
172
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173
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39
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my $gcd = bgcd( @{$M->[$n]}[$n..$cols] ); |
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179
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174
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100
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9944
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if($gcd > 1){ |
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1723
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$_ = $_ / $gcd for @{$M->[$n]}[$n..$cols]; |
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48
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176
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} |
177
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} |
178
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4
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1477
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$M; |
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} |
180
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181
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182
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# Interger determinant for quadratic matrix |
183
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# input: |
184
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# $Dimention |
185
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# facultative parameter |
186
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# return: |
187
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# determinant |
188
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# undef |
189
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sub Det{ |
190
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17
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17
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1
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1552
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my( $M_ini, $opt ) = @_; |
191
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192
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17
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24
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my $dm = $#{ $M_ini }; # dimension of matrix |
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30
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193
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194
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17
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50
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50
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return $M_ini->[0][0] if $dm < 1; # dim matrix = 1 |
195
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196
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# Check Float (Fraction) |
197
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17
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24
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my $fraction = 0; |
198
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17
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100
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66
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227
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unless( exists $opt->{'int'} && $opt->{'int'} ){ |
199
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14
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28
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for my $i ( @$M_ini ){ |
200
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80
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147
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$fraction = &_max_len_frac($i, $fraction); |
201
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} |
202
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} |
203
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204
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24
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34
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my $M = $fraction ? [ map{ [ map{ $_ * 10**$fraction } @$_ ] } @$M_ini ] : |
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96
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404
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75
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808
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205
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17
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100
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67
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[ map{ [ @$_ ] } @$M_ini ]; # copy |
206
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207
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17
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40
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my $exch = 0; # number of permutations |
208
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17
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98
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my $denom = 1; |
209
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210
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17
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59
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for( my $i = 0; $i < $dm; $i++ ){ # take all the matrix rows except 1st |
211
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82
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138
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my $minV = abs( $M->[$i][$i] ); |
212
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213
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82
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100
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66
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353
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if( ! $minV && $i < $dm - 1 ){ |
214
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1
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2
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my $minN = $i; |
215
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216
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# Search of row with abs minimal element on the diagonal |
217
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1
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5
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for( my $j = $i + 1; $j <= $dm; $j++ ){ |
218
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3
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5
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my $v = abs( $M->[$j][$i] ); |
219
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220
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3
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100
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100
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27
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if( $v && ($v < $minV || ! $minV) ){ |
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33
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221
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2
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3
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$minN = $j; |
222
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2
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5
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$minV = $v; |
223
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} |
224
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} |
225
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226
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1
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50
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4
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return 0 unless $minV; # determinant = 0 |
227
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228
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1
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3
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( $M->[$i], $M->[$minN] ) = ( $M->[$minN], $M->[$i] ); |
229
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1
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2
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$exch++; |
230
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} |
231
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232
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82
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106
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my $v1 = $M->[$i][$i]; |
233
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234
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82
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186
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for( my $j = $i + 1; $j <= $dm; $j++ ){ |
235
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259
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419
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my $v2 = $M->[$j][$i]; |
236
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237
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259
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776
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for( my $k = $i + 1; $k <= $dm; $k++ ){ |
238
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1057
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4935
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$M->[$j][$k] = ( $M->[$j][$k] * $v1 - $M->[$i][$k] * $v2 ) / $denom; |
239
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} |
240
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} |
241
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82
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243
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$denom = $v1; |
242
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} |
243
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244
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17
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46
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for( $M->[$dm][$dm] ){ |
245
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17
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100
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44
|
if( $_ < 0 ){ |
246
|
13
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23
|
$_ = abs; |
247
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13
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18
|
$exch++; |
248
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} |
249
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17
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50
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56
|
$_ = 1 + int if abs($_ - int ) >= 0.5; # Rounding |
250
|
17
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100
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53
|
$_ *= -1 if $exch%2; |
251
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252
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17
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100
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210
|
return $fraction ? $_ / 10**($fraction * ($dm + 1)) : $_; |
253
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} |
254
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} |
255
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256
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257
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|
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sub Solve_Det{ |
258
|
2
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|
33
|
2
|
1
|
10
|
my $M = shift || croak("Missing matrix"); |
259
|
2
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33
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|
|
7
|
my $B = shift || croak("Missing vector"); |
260
|
2
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4
|
my $opts = shift; |
261
|
|
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262
|
2
|
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|
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3
|
my $rows = $#{ $M }; # number of rows |
|
2
|
|
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5
|
|
263
|
2
|
|
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|
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4
|
my $cols = $#{ $M->[0] }; # number of columns |
|
2
|
|
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6
|
|
264
|
|
|
|
|
|
|
|
265
|
2
|
|
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|
|
7
|
my $t = &test_matrix( $M ); |
266
|
2
|
50
|
|
|
|
12
|
if( $t > 3 ){ |
|
|
50
|
|
|
|
|
|
267
|
0
|
|
|
|
|
0
|
croak("Use of uninitialized value in matrix"); |
268
|
|
|
|
|
|
|
|
269
|
|
|
|
|
|
|
}elsif( $t ){ |
270
|
0
|
|
|
|
|
0
|
croak("Matrix is not quadratic"); |
271
|
|
|
|
|
|
|
} |
272
|
|
|
|
|
|
|
|
273
|
2
|
50
|
|
|
|
4
|
croak("Vector doesn't correspond to a matrix") if $rows != $#{$B}; |
|
2
|
|
|
|
|
8
|
|
274
|
2
|
50
|
|
|
|
10
|
croak("Use of uninitialized value in vector") if scalar( grep ! defined $_, @$B ); |
275
|
|
|
|
|
|
|
|
276
|
2
|
50
|
|
|
|
8
|
if( defined $opts ){ |
277
|
0
|
0
|
|
|
|
0
|
if( exists $opts->{'eqs'} ){ |
278
|
0
|
0
|
|
|
|
0
|
die "Unknown parameter \'$opts->{'eqs'}\'!\n" |
279
|
|
|
|
|
|
|
unless $opts->{'eqs'}=~/^(?:row|column)/i; |
280
|
|
|
|
|
|
|
}else{ |
281
|
0
|
|
|
|
|
0
|
$opts->{'eqs'} = 'row'; |
282
|
|
|
|
|
|
|
} |
283
|
|
|
|
|
|
|
}else{ |
284
|
2
|
|
|
|
|
10
|
$opts->{'eqs'} = 'row'; |
285
|
|
|
|
|
|
|
} |
286
|
|
|
|
|
|
|
|
287
|
2
|
|
|
|
|
4
|
my $solve; |
288
|
|
|
|
|
|
|
|
289
|
|
|
|
|
|
|
# main determinant |
290
|
2
|
|
50
|
|
|
6
|
my $det_main = &Det( $M, $opts ) || return undef; # no one solution |
291
|
|
|
|
|
|
|
|
292
|
2
|
|
|
|
|
7
|
for( my $v = 0; $v <= $cols; $v++ ){ |
293
|
|
|
|
|
|
|
|
294
|
11
|
|
|
|
|
1267
|
my $R; # copy of matrix M |
295
|
11
|
|
|
|
|
32
|
for( my $i = 0; $i <= $rows; $i++ ){ |
296
|
|
|
|
|
|
|
|
297
|
65
|
50
|
|
|
|
957
|
if($opts->{'eqs'}=~/^col/i){ |
298
|
0
|
0
|
|
|
|
0
|
$R->[$i] = $v == $i ? $B : $M->[$i]; |
299
|
|
|
|
|
|
|
|
300
|
|
|
|
|
|
|
}else{ |
301
|
65
|
|
|
|
|
210
|
for( my $j = 0; $j <= $cols; $j++ ){ |
302
|
407
|
100
|
|
|
|
1332
|
$R->[$i][$j] = $v == $j ? $B->[$i] : $M->[$i][$j]; |
303
|
|
|
|
|
|
|
} |
304
|
|
|
|
|
|
|
} |
305
|
|
|
|
|
|
|
|
306
|
|
|
|
|
|
|
} |
307
|
|
|
|
|
|
|
|
308
|
11
|
|
|
|
|
31
|
my $det = &Det( $R, $opts ); |
309
|
11
|
|
|
|
|
16
|
my $dm = $det_main; |
310
|
|
|
|
|
|
|
|
311
|
11
|
50
|
|
|
|
28
|
if( $det ){ |
312
|
11
|
100
|
|
|
|
28
|
if( $dm < 0 ){ |
313
|
7
|
|
|
|
|
11
|
$dm *= -1; |
314
|
7
|
|
|
|
|
283
|
$det *= -1; |
315
|
|
|
|
|
|
|
} |
316
|
|
|
|
|
|
|
|
317
|
|
|
|
|
|
|
# Check Float (Fraction) |
318
|
11
|
|
|
|
|
37
|
my $max_frac = &_max_len_frac([$dm, $det], 0); |
319
|
|
|
|
|
|
|
|
320
|
11
|
100
|
|
|
|
34
|
if($max_frac){ |
321
|
4
|
|
|
|
|
18
|
$_ *= 10**$max_frac for($dm, $det); |
322
|
|
|
|
|
|
|
} |
323
|
|
|
|
|
|
|
|
324
|
11
|
|
|
|
|
49
|
my $gcd = bgcd(abs($det), abs($dm)); |
325
|
11
|
100
|
|
|
|
3000
|
if($gcd > 1){ |
326
|
10
|
|
|
|
|
1701
|
$det = $det / $gcd; |
327
|
10
|
|
|
|
|
1462
|
$dm = $dm / $gcd; |
328
|
|
|
|
|
|
|
} |
329
|
|
|
|
|
|
|
|
330
|
11
|
100
|
|
|
|
1956
|
$solve->[$v] = $dm == 1 ? $det : "$det/$dm"; |
331
|
|
|
|
|
|
|
|
332
|
|
|
|
|
|
|
}else{ |
333
|
0
|
|
|
|
|
0
|
$solve->[$v] = 0; |
334
|
|
|
|
|
|
|
} |
335
|
|
|
|
|
|
|
} |
336
|
2
|
|
|
|
|
302
|
$solve; |
337
|
|
|
|
|
|
|
} |
338
|
|
|
|
|
|
|
|
339
|
|
|
|
|
|
|
|
340
|
|
|
|
|
|
|
sub test_matrix{ |
341
|
6
|
|
|
6
|
1
|
13
|
my $M = shift; |
342
|
|
|
|
|
|
|
|
343
|
6
|
50
|
|
|
|
15
|
return 4 if scalar( grep{ grep ! defined $_, @{$_} } @$M ); |
|
35
|
|
|
|
|
38
|
|
|
35
|
|
|
|
|
112
|
|
344
|
|
|
|
|
|
|
|
345
|
6
|
50
|
|
|
|
12
|
my $res = scalar( grep $#{$_} != $#{ $M }, @$M ) ? 1 : 0; # quadra |
|
35
|
|
|
|
|
46
|
|
|
35
|
|
|
|
|
382
|
|
346
|
6
|
50
|
|
|
|
12
|
$res += 2 if scalar( grep $#{$_} != $#{ $M->[0] }, @$M ); # reqtan; |
|
35
|
|
|
|
|
50
|
|
|
35
|
|
|
|
|
1618
|
|
347
|
|
|
|
|
|
|
|
348
|
6
|
|
|
|
|
14
|
$res; |
349
|
|
|
|
|
|
|
} |
350
|
|
|
|
|
|
|
|
351
|
|
|
|
|
|
|
|
352
|
|
|
|
|
|
|
sub _max_len_frac{ |
353
|
115
|
|
|
115
|
|
236
|
my($M, $max_frac) = @_; |
354
|
|
|
|
|
|
|
|
355
|
115
|
|
|
|
|
191
|
for( @$M ){ |
356
|
664
|
100
|
|
|
|
55559
|
next if Math::BigInt::is_int($_); |
357
|
69
|
|
|
|
|
13648
|
my(undef, $frac) = Math::BigFloat->new($_)->length(); |
358
|
69
|
100
|
|
|
|
20411
|
$max_frac = $frac if $frac > $max_frac; |
359
|
|
|
|
|
|
|
} |
360
|
115
|
|
|
|
|
9812
|
$max_frac; |
361
|
|
|
|
|
|
|
} |
362
|
|
|
|
|
|
|
|
363
|
|
|
|
|
|
|
1; |
364
|
|
|
|
|
|
|
__END__ |