Encyclopedia > Monty Hall problem Empirical Proof

  Article Content

Empirical proof of the Monty Hall problem

Redirected from Monty Hall problem/Empirical Proof

The purpose of the following Perl program is to prove the result to the Monty Hall problem. It performs a set number of games and keeps track of how often a sticker (someone who sticks to their first choice) and a switcher (someone who switches to another door) would win the game. The results are (within the tolerance of coincidence) close to a sticker/switcher ratio of 1:2, proving the hypothesis that the switcher has twice as much chance of winning the prize than the sticker.

#!/usr/bin/perl

# Empirical test of the Monty Hall problem

# Use -v to see each game. (default: off)
# Use -i # to set number of iterations. (default: 3000)

use strict;

my $iterations = 3000;    # How many games to play
my $verbosity = 0;

while (@ARGV) {
    my $param = shift @ARGV;
    $verbosity = 1 if $param eq '-v';
    $iterations = int (shift @ARGV) if $param eq '-i';
}

sub verbose {
    print $_[0]."\n" if $verbosity;
}

my $stickers;
my $switchers;

print "Playing $iterations games...\n\n";

for(1..$iterations) {
    my @items = qw(goat goat prize);     # two goats, one prize
    my @door;

    while (@items) {            # this puts the @items into the @door array in random order
        push (@door, splice (@items, int rand @items, 1));
    }

    verbose ("Door 0: $door[0];  Door 1: $door[1];  Door 2: $door[2]");

    my $contestant = int rand 3;
    verbose ("Contestant chooses door $contestant.");

    my $monty;

    # If the contestant picked the prize, Monty picks another door by random.
    if ($door[$contestant] eq 'prize') {
        $monty = ($contestant + (int rand 2) + 1) % 3;
    }

    # Otherwise, he picks the other goat.
    else {
        $monty = $door [ ($contestant+1) % 3 ] eq 'goat' ? ($contestant+1) % 3 : ($contestant+2) % 3;
    }

    verbose ("Monty opens door $monty.");

    # Now only two doors are open. If the sticker wins, the switcher loses and vice versa.
    if ($door[$contestant] eq 'prize') {
        verbose ("Sticker wins.  Switcher loses.");
        $stickers++;
    } else {
        verbose ("Sticker loses.  Switcher wins.");
        $switchers++;
    }
}

print "Grand totals:
Sticker  has won  $stickers  times
Switcher has won  $switchers  times
";

See also: Monty Hall problem



All Wikipedia text is available under the terms of the GNU Free Documentation License

 
  Search Encyclopedia

Search over one million articles, find something about almost anything!
 
 
  
  Featured Article
Dana International

...     Contents Dana International Dana International (born Yaron Cohen February 2, 1972) is an Israeli transsexual pop singer, who won the ...

 
 
 
This page was created in 21.9 ms