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Old 04-24-2003, 12:20 PM   #1
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Default Probability and science

http://www.iidb.org/vbb/showthread.p...threadid=51776

Originally posted by Doubting Didymus:

You are suggesting that with full knowledge of the forces involved, we could predict atomic motion with complete accuracy.

In fact, I believe that there are events at the quantum level that can not be predicted at all, and appear to occur with total randomness, meaning that we can never predict movements with 100% accuracy, but only speak of them as having a certain probability. Physics isn't my thing, though. Discussion of that point should be taken to science and skepticism, where I would be interested to see the discussion myself.


Here ya go, sport.

I invite interested parties to review the thread above and raise objections to anything I said there. Just to recap, my thesis is that the validity of any scientific theory is suspect to the degree to which it is based on probability, since science is that which is known - which includes knowing when something is NOT known - whereas the reliance on probability tends to be ignorance posing as knowledge, especially as evidenced in a statement like, "Your DNA is governed by random processes." This is just away of saying it's not known how it is governed - along with a tacit admission that it is governed somehow.
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Old 04-24-2003, 12:46 PM   #2
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Default Re: Probability and science

Quote:
Originally posted by yguy
http://www.iidb.org/vbb/showthread.p...threadid=51776

Originally posted by Doubting Didymus:

You are suggesting that with full knowledge of the forces involved, we could predict atomic motion with complete accuracy.

In fact, I believe that there are events at the quantum level that can not be predicted at all, and appear to occur with total randomness, meaning that we can never predict movements with 100% accuracy, but only speak of them as having a certain probability. Physics isn't my thing, though. Discussion of that point should be taken to science and skepticism, where I would be interested to see the discussion myself.


Here ya go, sport.

I invite interested parties to review the thread above and raise objections to anything I said there. Just to recap, my thesis is that the validity of any scientific theory is suspect to the degree to which it is based on probability, since science is that which is known - which includes knowing when something is NOT known - whereas the reliance on probability tends to be ignorance posing as knowledge, especially as evidenced in a statement like, "Your DNA is governed by random processes." This is just away of saying it's not known how it is governed - along with a tacit admission that it is governed somehow.

Quantum events are completely probabilistic, though as a general rule you only see the expectation value for the probability distribution on a macro scale.

It's tangentally related to your point, but in computer science there's a lot of probabilistic methods being used these days. Many problems are simply impossible to solve deterministically in a reasonable amount of time, but you can get a "good enough" answer if you use a bit of randomness.


Another thing to consider is what "random" means. In the majority of cases, random can be interpretted as meaning "exhibitting a non-deterministic relationship with the system under investigation". Another way to consider it is that "random" is almost exclusively only random in relation to a partiular system. This holds true when discussing random mutation. There may be a theoretically identifiable causality behind a particular point mutation, but the point is that it is random relative to the survival of the organism.

I think you have it backwards, actually. When someone says "process X in system Y is random", it is usually irrelavent whether X is random *outside* of system Y. Your statement is whether X is random outside of Y. It's not a weakness for biology to say "mutation is random within the context of genetics". If you want them to be non-random, you can step out of the system and say that mutations are non-random, since they're caused by radiation, chemicals, transcription errors, etc. That has no bearing on whether they're random within biology.

The reason I mention this is because in quatum physics, not only is the process random within the system, it's provably random outside the system as well. In fact, this randomness is part of what makes solid-state physics (and thus computers and other electronics) work.
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Old 04-24-2003, 12:47 PM   #3
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Consider these two statements:

"X is governed by random processes"
"X is governed by deterministic processes"

Does one of them imply that we know more about X than the other? What if we extend the description of X as follows:

"X is governed by random processes A, B and C"
"X is governed by deterministic processes D, E and F"

The point of this little word play is that there's really nothing in the word "random" that says we don't know the processes themselves. It just says that the processes in question have a property of randomness, as opposed to determinism, for instance. We may or may not know what the processes are, but the sentence "X is governed by random processes" alone does not give away this piece of information.
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Old 04-24-2003, 12:54 PM   #4
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Just in case you all didn't have the chance to weed through the entire thread, we have this little gem from yguy on page 2 :

Quote:
All theories are suspect. And yes, any theory that is "based on probability" - a semantic fig leaf to cover ignorance - is even more so.
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Old 04-24-2003, 12:59 PM   #5
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I very much doubt anyone has claimed that your DNA is governed by random processes. If it was then I fail to see how any sort of cellular life could exist. DNA is subject to random mutations, such as those caused by UV light or mutagens, and there are specific probabilities governing a number of problems involved in DNA replication.

Your DNA is mostly goverened by a wide variety of proteins which interact to stabilise and regulate its structure, as well as to replicate it or use it as a template for mRNA. In as much as all interactions between molecules are probabilistic then these interactions are. Bring governed by probability is by no means the same thing as being random however.

There are also specific regions of DNA which are more prone to mutation than others. An admission that something is governed by the laws of probability is just that.
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Old 04-24-2003, 01:30 PM   #6
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We have a theory.

The theory makes predictions about observables.

We make observations.

We compare the observations to the predictions.

If the theoretical predictions agree with the observations we have more reason to believe the theory. If not, then we need a better theory.

We believe the theory is accurate to the extent that the predictions agree with the observations, keeping in mind the uncertainties inherent to the observations.

Rinse. Repeat.



Another method:

We have some observations.

We come up with a theory that might explain those observations.

We check how closely that theory matches the observations, given the reasonable range of parameters in the theory.

We determine what other predictions the theory might make.

We make new observations to test the other predictions.

Then see above...
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Old 04-24-2003, 08:26 PM   #7
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Quote:
Originally posted by Craig
The probability is what makes quantum theory work.
That may be, but it is NOT what makes a particle behave in an unpredictable manner. That's what I'm getting at.
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Old 04-24-2003, 08:28 PM   #8
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Quote:
Originally posted by Craig
Ok, you are either a troll or you just have absolutely NO idea what you are talking about. The probability is what makes quantum theory work.
That may be, but it is NOT what makes a particle behave in an unpredictable manner. That's what I'm getting at.

Quote:
Originally posted by liquid
Remember this - Probabilities are the fundamental basis of QM, not a description of an underlying determinism.
I'm aware of that.

Quote:
That's a big distinction - with an underlying determinism, you could sufficiently control variables to lead to expected outcomes; that simply doesn't work with QM.
If you mean that behavior of particles is unpredictable at the quantum level, I'm aware of that.

Quote:
Models are verified by their ability to predict reality. Quantum mechanics is generally regarded as having the closest agreement with reality of any physical theory so far. By the very nature of science, that makes it one of the most valid, despite its often confusing probablistic nature.
I don't question that it is the best model we have. I'm suggesting that its probablistic nature makes it a candidate for re-examination on that basis alone.

Quote:
The universe does not have to conform to your expectations of how it should operate. If it 'wants' to behave in a probablistic manner at small scales, then it will do so regardless of how dodgy you may think that is.
It's not the universe that I think is being dodgy, but those who claim actual physical occurrences - not the theories which describe them - are "determined by probability" when the phrase is oxymoronic.
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Old 04-24-2003, 08:36 PM   #9
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Quote:
Originally posted by Craig
Ok, you are either a troll or you just have absolutely NO idea what you are talking about. The probability is what makes quantum theory work.

Quote:
That may be, but it is NOT what makes a particle behave in an unpredictable manner. That's what I'm getting at.



I would say MOST DEFINATELY. Are you magus, just with increased typing skills?
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Old 04-24-2003, 08:47 PM   #10
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Default Re: Re: Probability and science

Quote:
Originally posted by NialScorva
I think you have it backwards, actually. When someone says "process X in system Y is random", it is usually irrelavent whether X is random *outside* of system Y. Your statement is whether X is random outside of Y. It's not a weakness for biology to say "mutation is random within the context of genetics".
No, because what the biologist is essentially saying is that it's not his department. The buck stops with the physicists, it appears to me.

Quote:
The reason I mention this is because in quatum physics, not only is the process random within the system, it's provably random outside the system as well. In fact, this randomness is part of what makes solid-state physics (and thus computers and other electronics) work.
OK, so if I understand correctly, if electrons behaved according to Newtonian physics, semiconductors wouldn't work. Fine, but that doesn't alter the fact that it is not our perception of particle motions as random that MAKE them random. Something does, and we don't know what it is.
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