Quote:
Original post by Sneftel
Quote:
Original post by Iftah
in probability saying "all possibilities have equal likelihood" means when the possibilities num is infinite all possibilities are Zero likelihood.
That's not true. One divided by infinity is not zero. (At least, as far as matters for summation.)
I havent learnt advanced probability (which requires measure theory) so maybe I got some things confused, but here is what I think:
First, you are wrong: 1 divided by inifinity is zero.
proof: it is obviously not negative and it must be smaller than any (non zero) positive number. Give me a counter example to prove me wrong.
I over-simplified: yes, I know you can give equal probability to continious numbers (i.e. between zero and one) and ask about the probability of a subset, but I was talking about a discrete infinite set. In the continuous world you need to enter the problem of measure ("size" of infinte sets), but the same problem exists with sets of infinite measure.
If you say I am wrong then please tell me this:
suppose there is a way to make an algorithm output a (real) number with each number having the exact same probability.
what is the probability of output "1" ? *zero* (because it must be less then every epsilon)
what is the probability of output which is an even number? *zero*
what is the probability of output between 0 and 1? *zero*
what is the probability of output which is a positive number? I am not sure about this one... zero? half? I think its zero because you can make a series of growing segments each with zero possibility so the limit is zero.
So even for a continious set of numbers if the set is of inifinte measure then you
cant give equal possibility for each or you get zero for each.
(and whatever the algorithm will return it will be an error)
PS. a real computer algorithm will never work on an inifinite set because it has only finite memory (and for example a number with 10^10^10^10^10^10 digits is still a possibility, but it too much to hold in memory even for a computer the size of the universe). But
even with inifinte memory I argue that you cant make an algorithm to give all numbers an equal possibility.
Iftah.