Gradient descent: Difference between revisions
Content added Content deleted
mNo edit summary |
mNo edit summary |
||
Line 151: | Line 151: | ||
my $delG = 0; |
my $delG = 0; |
||
for ^N { $delG += @fi[$_]² } |
for ^N { $delG += @fi[$_]² } |
||
$ |
my $b = $alpha / $delG.sqrt; |
||
my $b = $alpha / $delG; |
|||
while ( $delG > $tolerance ) { # Iterate until value is <= tolerance. |
while ( $delG > $tolerance ) { # Iterate until value is <= tolerance. |
||
Line 164: | Line 163: | ||
$delG = 0; |
$delG = 0; |
||
for ^N { $delG += @fi[$_]² } |
for ^N { $delG += @fi[$_]² } |
||
$ |
$b = $alpha / $delG.sqrt; |
||
$b = $alpha / $delG; |
|||
my $g1 = g(@x); # Calculate next value. |
my $g1 = g(@x); # Calculate next value. |