in reply to Re^6: Random data generation.
in thread Random data generation.

Neither is considering the affect it has on the randomness of the result

Well, actually it is!

Given the $size of the test, the probability of salva2 generating a string starting by two equal characters is 1/($size+1) instead of the 1/$size in the other methods.

The funny thing is that salva2 is unbiased, they are the other methods that are actually biased!!!

The following code counts the number of repetitions at any given position in the generated strings:

@set = (1..3); $max_reps = 2; $len = 10; my @acu = ([], []); my @gen = (\&gen_salva, \&gen_salva2); my ($total, $ds) = (0,0); my $n = 10000000; for (1..$n) { for (0, 1) { my $out = $gen[$_]->(); while ($out =~ /(.)\1/g) { $acu[$_]->[pos($out) - 2]++; } } } use Data::Dumper; print Dumper \@acu;
And this is the result:
salva => [ 3333044, 2222094, 2591285, 2469706, 2509595, 2496496, 2501 +039, 2501529, 2497584 ] salva2 => [ 2500639, 2498220, 2499044, 2501878, 2500880, 2500962, 2498 +685, 2499675, 2508077 ]

So, with salva2 the probability of finding a repetition at any position is 1/($size+1) while with the rest of methods the probability varies between the maximum 1/$size (at position 0) and the minimum ($size-1)/$size**2 (at position 1).

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Re^8: Random data generation.
by BrowserUk (Patriarch) on Jun 28, 2010 at 13:41 UTC

    Wow!

    Please excuse my lack of literacy and analysis; but wow! A mathematician that can program. Well, who knew :)

    Sorry to conform to the "Brit stereotype", and complain about the weather, but 10 days of no rain; 4 days of 30C days and 20C+ nights leave me stupefied through lack of sleep. I'll attempt the analysis understanding later when I hopefully will have had more than 60 contiguous minutes of slumber.