A philosophical question regarding random numbers....

In summary, the conversation discusses the concept of randomness and how it can still be present even when limitations are applied to the outcome. While the outcome may be restricted to a certain range or a single number, it is still considered random as long as it is unpredictable. The term "degenerate case" is used to describe a trivial or uninteresting scenario that is still allowed within the definition of randomness.
  • #1
R. E. Nettleton
9
0
A number can be random even if limitations are applied to the outcome - e.g. selecting a random integer between 1 and 5 restricts the outcome to one of 5 numbers, but the outcome is still random. The same would be true of between 1 and 2; although there are heavy restrictions, an unbiased machine will output one number randomly.

If we simply go one limitation further, and restrict the randomly generated number to being, for example, between 1 and 1 (i.e. 1), is the number generated still random? Of course, the output can only be one number, so in that sense it is determined - but at the same time it is still determined randomly, just with hyper-restrictive limitations, for the generating machine remains is still selecting without bias.
 
Mathematics news on Phys.org
  • #2
*A correction to the first sentence: the outcome would be restricted to 1 of 3*
 
  • #3
True randomness means that it cannot be predicted whatsoever. Since the number can be predicted with absolute certainty, it isn't random.
 
  • #4
R. E. Nettleton said:
A number can be random even if limitations are applied to the outcome - e.g. selecting a random integer between 1 and 5 restricts the outcome to one of 5 numbers, but the outcome is still random. The same would be true of between 1 and 2; although there are heavy restrictions, an unbiased machine will output one number randomly.
There aren't any integers between 1 and 2. If what you meant was that 1 or 2 would be randomly chosen, then the outcome would be random.
 
  • #5
One out of one can still be regarded as random. The underlying distribution in this case is a trivial one: 100% on 1, 0% elsewhere, which is discreet. Rather boring, but not in contradiction to the definition of a random variable.
 
  • #6
There is no such thing as "a random number". That is a badly chosen way of talking about "randomly chosen numbers".
 
  • #7
R. E. Nettleton said:
A number can be random even if limitations are applied to the outcome - e.g. selecting a random integer between 1 and 5 restricts the outcome to one of 5 numbers, but the outcome is still random. The same would be true of between 1 and 2; although there are heavy restrictions, an unbiased machine will output one number randomly.

If we simply go one limitation further, and restrict the randomly generated number to being, for example, between 1 and 1 (i.e. 1), is the number generated still random? Of course, the output can only be one number, so in that sense it is determined - but at the same time it is still determined randomly, just with hyper-restrictive limitations, for the generating machine remains is still selecting without bias.

Sure, but this is what is called a "degenerate case." Something uninteresting, but allowed because it is too much trouble to exclude it.

"Random" just means "unpredictable." Though the word is often used for "choosing with equal probability for each case."
 
  • #8
If it is randomly generated than it is random. It could be one but it could also be one. I think its degenerate case.
 
  • #9
Josh S Thompson said:
If it is randomly generated than it is random. It could be one but it could also be one. I think its degenerate case.
Sorry, but I can't make heads or tails out of this: What do you mean by "It could be one but it could also be one"? And what do you mean by "degenerate case"?
 

FAQ: A philosophical question regarding random numbers....

What is a philosophical question about random numbers?

A philosophical question about random numbers is whether they truly exist or if they are just a human construct.

Can random numbers be predicted?

This is a debated question in philosophy. Some argue that if something can be predicted, it is not truly random. Others believe that random numbers can be predicted with the right knowledge and technology.

How do random numbers relate to free will?

Some philosophers believe that if everything is determined by random numbers, then we do not truly have free will. Others argue that free will can still exist within a system of randomness.

Are random numbers truly random?

This is a question of determinism versus indeterminism. Some philosophers believe that everything has a cause and therefore random numbers are not truly random. Others argue that there can be true randomness in the universe.

How do random numbers impact our understanding of reality?

Random numbers call into question the idea of a predictable and orderly universe. They challenge our understanding of causality and whether everything can be explained through cause and effect.

Back
Top