Is Randomness Real or Just Complex Predictability?

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In summary, the term "random" can be defined as something occurring without definite aim, reason, or pattern. However, the existence of true randomness is a metaphysical question that cannot be proven either way. In practical terms, random numbers can be generated using various methods, but truly random numbers are difficult to produce. Some believe that true randomness is a supernatural concept, while others see it as a result of not having enough information or being unable to access all necessary information. In the end, the concept of randomness is often used in risk assessments and daily life.
  • #71
Pythagorean said:
Well, this is frustrating. You've basically repeated many of the posts I've already made in this thread as if they were counterarguments.

I've done research in acoustics, and currently do research in chaos theory (i.e. nonlinear dynamics). I've also taken a full degrees worth of physics classes and some probability theory for my master's study. I said exhaustive sample space, not probability space. If you still don't know what I mean, and refuse to look in your texts on probability, I can break it down for you, but I'm hoping you were replying with animosity, thinking I was an ignorant armchair philosopher and didn't really consider what I may have meant at the moment.

I understand probability theory pretty well and it is quite frankly you who do not know what you mean. Trying to somehow appeal to authority with veiled references to unspecified degrees is not going to work. I will see all of your degrees and raise you a couple. Degree comparisons are not germane in any case. Let's stick to content.

Go ahead and break it down if you like. This should be interesting.

No animosity involved. As to anything else, I will simply form my opinion based on the content of our posts, or lack thereof.

Pythagorean said:
In acoustic (experimental acoustics if that clears things up.. we're actually looking at real data) the word random has a statistical basis. The definition is based on a lack of information. When I used "white noise" I obviously meant the acoustics definition, which is physically defined: it has a flat power spectral density. That's not the point though. The point is that I can use a random number generator to simulate the white noise. I was demonstrating the usefulness of a definition of random in probability theory as it applies to science. This is just one example.

The definition in terms of a flat power spectral density it NOT physically defined, but rather mathematically defined -- via the statement that the power spectral density is constant. That is a statement about Fourier transforms. It is not physical, and in fact is not physically possible. It is an idealization that makes for simplicity in some calculations.

Just precisely how are you "demonstrating the usefulness of a definion of random in probability theory"? Remember that a random variable is nothing more and nothing less than a function that is measurable in terms of the sigma algebra of your probability space -- fpr the function to be measureable the inverse image of an open set must be a member of the sigma algebra (aka a measurable set). So, just how have you demonstrated the usefulness of this concept ?

Pythoagorean said:
In chaos theory, on the other hand, the discussion tends to be more philosophical. The point being that seemingly random events do actually have a cause and that apparent randomness can be traced back to a sensitivity to initial conditions. This definition of randomness is about causation. It's not an assertion as to whether all events can be random or not, it's the study of particular events that seem random, but aren't (and the study of determining whether certain events truly are random or are not).

Chaos theory has NOTHING to do with random processes. In fact, what are normally called chaotic systems are in fact completely deterministic -- as reflected in the sensitivity to initial conditions in some cases. Moreover, there are all sorts of things going under the title of "chaos theory" some not worthy of the name "theory" at all. For a good, rigorous discussion, in the context of topological dynamics one might refer to Bob Devaney's book An Introduction to Chaotic Dynamical Systems, but it is rather tangential to the discussion at hand. In fact I have no idea why you bring up this red herring.

What is heavens name is "the study of particular events that seem random, but aren't" ? Have you ever read a book on topological dynamics, or maybe ergodic theory ? You are spouting nonsense.

Try Devaney's book.


Pythagorean said:
Of course, I think it's somewhat cavalier to talk about causation and randomness in quantum mechanics without talking about quantum field theory, which I'm guess none of us are well versed in.

Speak for yourself. If you want to bring in quantum field theories go right ahead. But it adds nothing to the discussion, save to eliminate direct reference to the Schrodinger equation.

There is and was nothing cavalier about the reference at all. It is quite germane.

Pythagorean said:
Anyway, back to my point, which you eagerly missed. The statistical/probability definitions of random are useful to us in the sciences and are weakly connected to causation, as long as we acknowledge that our sample space is limited (i.e. not exhaustive).

I did not "eagerly miss" anything. What is your point ? This makes no sense. I suggest that you go back and review your own probability books, and in particular the definition of "sample space" and "probability space". Try Probabilty by Loeve, which is the classic text or Stochatic Processes by Doob.

Pythagorean said:
A concrete example to help you with the assertion:

When I try to change the environment in different ways to produce different outputs on the microphones in my acoustic array, I can't possibly find (or practically setup) every possible combination of inputs. Everything I can possibly do has no affect on the noise. The noise remains. I don't say "eureka!" the noise is random (uncaused)! I say, "well, within the sample size I was able to attain, I can't find any causes of the noise".

Which has nothing to do with random processes. Your inability to adequately set up and shield your electronics from outside electromagnetic fields or from outside acoustic signals, or both, has nothing to do with causality. It may have something with your personal inability to locate the source of the noise, but that is completely unrelated to the question of whether a cause of the noise exists.

"Random" and "uncaused" are not the same thing. Shot noise and ordinary electromagnetic interference are caused. In fact one of the sources of noise in electronic systems is the cosmic background radiation, the discovery of which earned Wilson and Penzias a Nobel prize. I would not call that uncaused (see "Big Bang"). I think many would characterize it as random in some sense -- it matches blackbody radiation, which as a quantum effect can reasonably be called random.

You seem to have somehow confused an inability to locate a source with some unstated question involving random processes. Perhaps what we have here is some sort of random thought.

Pythagorean said:
If we can find a cause for something, we model it based on its dependent variables (the cause) and we no longer have a need for random data generation. That's how it's connected to causation. But this definition (lack of information) is not based on causation.

It is quite possible to know the cause of something ans still not have at hand a "model based on its dependent variables". That is precisely the situation with "white noise" or "shot noise" in communication theory. It would also apply to black body radiation, wherein one can predict the spectrum but not every bump and wiggle in the received signal.

Pythagorean said:
Which becomes confusing in discussions, since there is also the qualitative definition of randomness that pertains to actual causation, regardless of information. But notice, that if a system is truly random in this way, then it is also a matter of a lack of information. There's no information to be had about causation. Just the observation, statistically recorded (i.e. bose-einstein statistics and fermi-dirac statistics). i.e. Quantum Mechanics.

All you have demonstrated here is that you don't understand quantum mechanics, whether that be ordinary quantum mechanics or quantum field theories. This is just meaningless juxtaposition of words.

This is getting silly. I'm done.
 
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  • #72
you would prefer specified degrees? A Bachelor's of Science in Physics at a state university in the U.S. The point wasn't an argument from authority, the point was to give you more context. I hoped you'd be able to see the argument yourself once.

exhaustive sample space:

a sample space that includes all possible outcomes. In the sciences, we work with sample spaces that we assume are not exhaustive (i.e. we assume we haven't observed all possible outcomes).

Which has nothing to do with random processes. Your inability to adequately set up and shield your electronics from outside electromagnetic fields or from outside acoustic signals, or both, has nothing to do with causality. It may have something with your personal inability to locate the source of the noise, but that is completely unrelated to the question of whether a cause of the noise exists.

"Random" and "uncaused" are not the same thing. Shot noise and ordinary electromagnetic interference are caused. In fact one of the sources of noise in electronic systems is the cosmic background radiation, the discovery of which earned Wilson and Penzias a Nobel prize. I would not call that uncaused (see "Big Bang"). I think many would characterize it as random in some sense -- it matches blackbody radiation, which as a quantum effect can reasonably be called random.

You seem to have somehow confused an inability to locate a source with some unstated question involving random processes. Perhaps what we have here is some sort of random thought.

But this is the distinction I'm trying to make! There are two different random's being discussed here. One pertaining to causation and one pertaining to lack of information.

I can tell you right now, that nobody is really interested in the discussion about lack of information. Most people in the philosophy forums are interested in the discussion about causation.

Notice also, that I'm moving fluidly between definitions, which may cause some confusion, but I'm also trying to let you know which I'm using with parentheses. So when I say chaotic (uncaused), that's the definition I'm using.

The definition in terms of a flat power spectral density it NOT physically defined, but rather mathematically defined -- via the statement that the power spectral density is constant. That is a statement about Fourier transforms. It is not physical, and in fact is not physically possible. It is an idealization that makes for simplicity in some calculations.

This is a physical statement too, about pressure fluctuations, or electromagnetic fluctuations, or anything that oscillates over a broad spectrum of frequencies. Nobody's arguing that such a signal physically exists, that's a pretty pedantic argument. We know that our models are not reality. The map is not the territory, etc, etc... no kidding. You're completely missing the point still to go off on a tangent.

Chaos theory has NOTHING to do with random processes. In fact, what are normally called chaotic systems are in fact completely deterministic -- as reflected in the sensitivity to initial conditions in some cases. Moreover, there are all sorts of things going under the title of "chaos theory" some not worthy of the name "theory" at all. For a good, rigorous discussion, in the context of topological dynamics one might refer to Bob Devaney's book An Introduction to Chaotic Dynamical Systems, but it is rather tangential to the discussion at hand. In fact I have no idea why you bring up this red herring.

What is heavens name is "the study of particular events that seem random, but aren't" ? Have you ever read a book on topological dynamics, or maybe ergodic theory ? You are spouting nonsense.

Try Devaney's book.

Ok, once again, you've reworded what I said and repeated it as if it were a counterargument. I'm glad we agree?

You don't appreciate the philosophical aspects of this discussion, I get it. The point about chaos and causality is about the history of the philosophical discussion of determinism. Chaos theory is something determinists can draw on in arguments against anti-determinists when anti-determinists bring up apparently random (lacking causation) systems.

If we can reproduce the seemingly random (uncaused) behavior with deterministic models, then we have proven that the system isn't random (uncaused).

For instance, I'm working on the Morris Lecar model right now. Recently, Tateno (I believe, I'm out of town so I don't have publication access) wrote a paper for Chaos in which he just added a random noise term to the equation and bam! he got temporal chaos (surprise, surprise...)

So now, some philosophers are using this to say "oh look, consciousness requires noise, it's a stochastic process, the mind can't be determined, dualism, yay!"

I'm looking to produce chaos directly from the model, not by adding random noise, but by finding the parameter regime in which it actually exists in the model. I.e. I'm looking to find physiological causes for the behavior of the neuron that can be measured and verified. Tateno adding random noise to the model doesn't help us understand the causation of the behavior.

It is quite possible to know the cause of something ans still not have at hand a "model based on its dependent variables". That is precisely the situation with "white noise" or "shot noise" in communication theory. It would also apply to black body radiation, wherein one can predict the spectrum but not every bump and wiggle in the received signal.

Yeah, I said that... about "white noise" in fact! You must be fundamentally missing something I'm saying to repeat what I say so much.
 
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  • #73
Ivan Seeking said:
By definition, events in a truly random system could not be predicted; they defy description, so truly random systems would qualify as being supernatural...

[separate post]

Name one.
Every measurement has a random component to it. But the easiest to use to generate a random number is probably radioactive decay.
 
  • #74
Ivan Seeking said:
Since I believe that anything real can ultimately be described by science, I maintain that the word supernatural has no meaning. It is an arbitrary concept used to dismiss concepts subjectively defined not to be real.
Ivan, as you worded that, it's just gibberish. Whether a concept can be described by science doesn't have anything to do with whether a word has a definition - heck, you should already know that as you provided the definition of the word!

Perhaps you could try that again...


...Either way, though, your basic point in providing the definition was that "supernatural" just means 'unexplainable by science'. That's a perfectly fine definition and by that definition, random/probability based processes such as radioactive decay are clearly, dealt with adequately within the realm of science.
 
  • #75
Note again, what's being descirbed in this thread is just relatively simple misunderstandings about how the universe operates and what the implications of randomness are. Again, this link deals with the misunderstandings people are having here completely: http://www.random.org/randomness/
 
  • #76
But we should get back to our main point anyway.
I missed this post of yours, which goes to the heart of it.

DrRocket said:
The Wolfram definition is pretty much useless, and at best circular. It speaks of selecting a number "at random" from some "specified distribution" neatly sidestepping the basic question as to what is meant by "random" and how without such a definition there can be any meaning to a "specified distribution".

You are going n circles. You still lack any useful definition of "randomm". That is not likely to change.

The wolfram definition again:

wolfram said:
A random number is a number chosen as if by chance from some specified distribution such that selection of a large set of these numbers reproduces the underlying distribution. Almost always, such numbers are also required to be independent, so that there are no correlations between successive numbers.

forgiving you for misquoting the wolfram quote, "as if by chance" means with no apriori knowledge this is a statement about lack of information.

but you completely ignored the important part:

"specified distribution such that selection of a large set of these numbers reproduces the underlying distribution"

Which should make it obvious why a uniform distribution is the first thing that comes to mind, and is an obvious, intuitive example.

This is a useful definition for physics. In acoustics, it's because this is equivalent to white noise, which is physically meaningful to us.

I went off on a tangent about how this is related to causality. This was probably largely irrelevant to you, but causality is the direction the thread is going. If we really want to 1-on-1 about mathematical definitions, nobody would be missing anything if went to PM's (which we probably don't care to do).

In quantum mechanics, we can't explain causation intuitively. Our language is inherently probabilistic (i.e. fermi-dirac and boise-einstein statistics are the experiments that "explain" the behavior of fermions and bosons). What did you do, namedrop the Schrodinger Equation? No, I don't understand causation in quantum mechanics. It's explanation isn't a mechanistic picture like Newtonian mechanics, it's probability statements.

I suspect that QFT does a lot to explain the mechanisms behind the fermi-dirac and boise-einstein statistics, but I'm on the outside looking in, really.
 
  • #77
from Russ's link:


Quantum Events or Chaotic Systems?


One characteristic that builders of TRNGs sometimes discuss is whether the physical phenomenon used is a quantum phenomenon or a phenomenon with chaotic behaviour. There is some disagreement about whether quantum phenomena are better or not, and oddly enough it all comes down to our beliefs about how the universe works. The key question is whether the universe is deterministic or not, i.e., whether everything that happens is essentially predetermined since the Big Bang. Determinism is a difficult subject that has been the subject of quite a lot of philosophical inquiry, and the problem is far from as clear cut as you might think. I will try and explain it here, but would also like to point out that Wikipedia has a concise account of the debate.

Quantum mechanics is a branch of theoretical physics that describes the universe at the atomic and subatomic levels. Random number generators based on quantum physics use the fact that subatomic particles appear to behave randomly in certain circumstances. There appears to be nothing we know of that causes these events, and they are therefore believed by many to be nondeterministic.

In comparison, chaotic systems are those in which tiny changes in the initial conditions can result in dramatic changes of the overall behaviour of the system. Weather systems are a good example of this, and you may have heard of the butterfly effect, a thought experiment in which a butterfly beating its wings in Brazil is able to affect the winds subtly but critically, just enough to cause a tornado in Texas.

Proponents of random number generators of the quantum variety argue that quantum physics is inherently nondeterministic, whereas systems governed by physics are essentially deterministic. I am personally undecided as to where I stand on the determinism-nondeterminism scale, but for the sake of argument, I will put on my determinist hat and use RANDOM.ORG as an example. You could argue that the atmospheric noise used as a source for the RANDOM.ORG numbers can be viewed as a chaotic but deterministic system. Hence, if you knew enough about the processes that cause atmospheric noise (e.g., thunderstorms) you could potentially predict the numbers generated by RANDOM.ORG.

However, to do this, you would probably need knowledge of the position and velocity of every single molecule in the planet's weather systems. This is of course infeasible, and the inaccuracy of weather forecasts is a good example of how difficult it is to give even a rough estimate of the behaviour of weather systems. For this reason, it is impractical to predict random numbers from RANDOM.ORG, even for a determinist. A similar case (on a different scale) could be made for random number generators based on lava lamps.

Now, you may think that since there's dispute about the suitability of chaotic phenomena for generating randomness, then why not just stick with quantum physics? That would seem to be the safe bet. However, quantum generators aren't safe from critique either. Hard determinists will dispute that subatomic particle behaviour is really random and instead claim that the way they behave is exactly as predetermined as everything else in the universe has been since the Big Bang. The reason we think these specific particles behave randomly is simply that no human measurement has been able to account for their behaviour. In this view, subatomic events do indeed have a prior cause, but we just don't understand it (yet), and the events therefore seem random to us. To a hard determinist, quantum physics is exactly as suited for random number generation as is atmospheric noise or lava lamps.

This is only one possible argument, and there are many others. When it comes down to it, I think the most meaningful definition of randomness is that which cannot be predicted by humans. Whether randomness originates from unpredictable weather systems, lava lamps or subatomic particle events is largely academic. While quantum random number generators can certainly generate true random numbers, it seems to me that they for all intents and purposes are equivalent to approaches based on complex dynamical systems.

Here you can see the link between randomness and causation more clearly, I hope.
 
  • #78
russ_watters said:
Again, this link deals with the misunderstandings people are having here completely: http://www.random.org/randomness/

Yeah that link really clears things up :rolleyes:

Proponents of random number generators of the quantum variety argue that quantum physics is inherently nondeterministic, whereas systems governed by physics are essentially deterministic. I am personally undecided as to where I stand on the determinism-nondeterminism scale, but for the sake of argument, I will put on my determinist hat and use RANDOM.ORG as an example...
Hard determinists will dispute that subatomic particle behaviour is really random and instead claim that the way they behave is exactly as predetermined as everything else in the universe has been since the Big Bang. The reason we think these specific particles behave randomly is simply that no human measurement has been able to account for their behaviour. In this view, subatomic events do indeed have a prior cause, but we just don't understand it (yet), and the events therefore seem random to us. To a hard determinist, quantum physics is exactly as suited for random number generation as is atmospheric noise or lava lamps. This is only one possible argument, and there are many others...

Well which is then? Does QM argue for ontic randomness - as in uncaused events - or merely epistemic? Are you a hard determinist, or in some other camp as apparently there are many others?
 
  • #79
apeiron said:
Yeah that link really clears things up :rolleyes:

Well which is then? Does QM argue for ontic randomness - as in uncaused events - or merely epistemic? Are you a hard determinist, or in some other camp as apparently there are many others?

I believe it's a matter of your interpretation of QM (QM being the observation). My assumption is that most quantum physicists are determinists.
 
  • #80
Pythagorean said:
I believe it's a matter of your interpretation of QM (QM being the observation). My assumption is that most quantum physicists are determinists.
Really? It seems clear to me that someone who accepts QM must not be a determinist!
 
  • #81
Well, my sample size is small, but my QM professor taught it as a determinist.
 
  • #82
I still don't think we could account for everything and measure something so precisely, so perfectly, that mother nature reveals all of her secrets to us. The ones that appear to our observations and measurements, the unknown, and to give it all cause. Top-down or Bottom-up.
 
  • #83
apeiron said:
Yeah that link really clears things up :rolleyes:
What that link best makes clear is the proper framing of the question. There are still matters of opinion in there, but it clearly explains the positions and the definitions. That's the main purpose of the link.
Well which is then? Does QM argue for ontic randomness - as in uncaused events - or merely epistemic? Are you a hard determinist, or in some other camp as apparently there are many others?
I wouldn't call a nuclear decay an "uncaused event". What it is is an event who'se exact timing cannot be determined: it is random/non-deterministic and governed by probability.

I would have thought it was clear from my other posts that I see physics - particularly QM - as being absolutely positively non-deterministic. The only way to be a scientist and be deterministic is to believe there is another yet-to-be-discovered theory/law governing these events that currently appear random. That seems unlikely.
 
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  • #84
Pythagorean said:
Well, my sample size is small, but my QM professor taught it as a determinist.
That seems very odd to me: how did he reconcile the HUP with determinism?
 
  • #85
From the wiki on QM:
The Copenhagen interpretation, due largely to the Danish theoretical physicist Niels Bohr, is the interpretation of quantum mechanical formalism most widely accepted amongst physicists. According to it, the probabilistic nature of quantum mechanics is not a temporary feature which will eventually be replaced by a deterministic theory, but instead must be considered to be a final renunciation of the classical ideal of causality.
That makes it pretty clear that most physicist studying QM consider QM - and the universe - to be non-deterministic.
 
  • #86
It was a she. SelfAdjoint (R.I.P.) was apparently a determinist too:

https://www.physicsforums.com/showthread.php?t=127525

Anyway the point is not that there is no cause, but that we can never know what the cause was (which is where the probability comes in).

I don't think QM unseats determinism. It's a statement about what we can know, fundamentally, no matter how good technology gets. One could follow form that that the universe is undeterministic, but it's an extra step (and not a large one).
 
  • #87
Pythagorean said:
It was a she. SelfAdjoint (R.I.P.) was apparently a determinist too:

https://www.physicsforums.com/showthread.php?t=127525
It isn't clear to me that SA is actually saying there that he's a determinist.
Anyway the point is not that there is no cause, but that we can never know what the cause was (which is where the probability comes in).
Why can't we know the cause? Aren't we smart enough?
I don't think QM unseats determinism. It's a statement about what we can know, fundamentally, no matter how good technology gets. One could follow form that that the universe is undeterministic, but it's an extra step (and not a large one).
So... you're saying that there's a deterministic law of physics that we can never know? Why? It doesn't make a whole lot of sense to me.

Further, why bother with making the distinction? If it is fundamentally impossible to know the answer to a question, then how is that functionally different from the answer not existing? That seems like a pure religious belief to me.
 
  • #88
russ_watters said:
It isn't clear to me that SA is actually saying there that he's a determinist.
Ok, I found a better quote:
My point was that if you assume the UP is epistemic, i.e "We can't observe the particle perfectly because our observation disturbs it", this ignores the possibility that we could, perhaps using entanglement as Einstein, Posolski, and Rosen suggested, observe it without disturbing it.
He's saying that the HUP is a technological limitation, not actually a fundamental principle. I would argue that that is neither the intent of the HUP nor the prevailing view (as per the quote above). It's basically a religious belief.
 
  • #89
russ_watters said:
It isn't clear to me that SA is actually saying there that he's a determinist.
Why can't we know the cause? Aren't we smart enough?
So... you're saying that there's a deterministic law of physics that we can never know? Why? It doesn't make a whole lot of sense to me.

Further, why bother with making the distinction? If it is fundamentally impossible to know the answer to a question, then how is that functionally different from the answer not existing? That seems like a pure religious belief to me.

sA pointed to causality and indicated that QM does not lack causation, but that we can't determine the source of causation. This is the heart of the discussion, no? Determinism relies on causation.

And no, I'm not saying there's deterministic law of physics we can never know, the CI interpretation of QM says that.

I think a new framework will eventually be developed, that, just like QM did with CM, will match QM in the limit, and we'll go "oohhhh!"
 
  • #90
So basically, it comes down to accepting/believing one of the following two ideas:

1. Current scientific theory incorporates non-deterministic/random/probabilistic concepts. IOW, randomness exists and is adequately dealt with in scientific theory. This theory has so far been spectacularly successful in making accurate predictions.

2. There are other laws (currently unknown) governing the universe that explain events that currently appear to be random. If we can find these, we'll have a deterministic explanation for how the universe works. If these laws are inherrently unfindable, then this view is functionally equvalent to #1 and believing it without evidence therefore is a religious viewpoint, not a scientific one.

"Supernatural" is unnecessary for either of these ideas.

If #1 is correct - and again, all available theory and evidence says it is - then "random" is real. If #2 is correct, then nothing really is random - it just appears random because we don't know what's going on behind the clock face.
 
  • #91
russ_watters said:
Ok, I found a better quote: He's saying that the HUP is a technological limitation, not actually a fundamental principle. I would argue that that is neither the intent of the HUP nor the prevailing view (as per the quote above). It's basically a religious belief.

I agree with you, here.

And, btw, my mind isn't made up about determinism in QM. But QM would be useless if it wasn't deterministic wouldn't it? I mean, that's the point of theories. You have some chain of causality that explains a phenomena, then you can exploit that chain of causality and manipulate the system. How would we be able to make use of QM if it wasn't deterministic? If there's no chain of causality, what's the point? It may as well be a random number generator you're playing with.
 
  • #92
russ_watters said:
Note again, what's being descirbed in this thread is just relatively simple misunderstandings about how the universe operates and what the implications of randomness are. Again, this link deals with the misunderstandings people are having here completely: http://www.random.org/randomness/

Not only does that link not deal with the misunderstandings "completely" it simply reiterates the misunderstandings themselves -- in short the author offers no understanding but only a boat load of platitudes, culminating in no useful definition of "random" whatever.

That is not particularly surprising since no one else on this planet has formulated a satisfactory physical definition of "random" either. Thus you are stuck with either the everyday definition which is neither testable nor scientifically useful or else you are stuck with the mathematical treatment which also is not testable.

What the mathematical treatment does offer is a rather detailed theory of probability and stochastic processes, suitable for use in physical models. However, the connection between the models and the physical processes being described lies solely in the apparent empirical connection between predictions and observations. Again this is not surprising as the connection between mathematics and physics of necessity lies solely in the empirical evidence. There is no particular reason why mathematics should be as effective as it apparently is -- see Eugen Wigner's essay "The Unreasonable Success of Mathematics in the Natural Sciences."

There is no misunderstanding as to how the universe operates, although there is the possibility of ignorance. So far as anyone knows, the physical processes of the universe, other than those concerning gravity, are governed by one or another quantum field theory and those theories are inherently stochastic. So, insofar as our current understanding of
physics goes, the universe is indeed governed by probabilistic laws. However, and the mechanism behind this is not fully understood, at the macroscopic level the stochastic laws of quantum theory give way to predictions that are apparently deterministic. This may well be due to the law of large numbers, but again the research in this area is incomplete -- if you like "Google" the subjects of "quantum decoherence" or "collapse of the wave function".

The author of your link gives a rather superficial treatment of the relationship between quantum theory, probability, and macroscopic phenomena. But the bottom line is that, according to the best available theory, radioactive decay is actually a stochastic process. Thus his counter-arguments to the efficacy of radioactive decay as a means of generation of random numbers relies on decidedly speculative physical theories. Those specualtions may or may not eventually prove valid, but at this juncture there is not the slightest experimental evidence for them.

Of course you can always take the philosophical approach, ignore the science and mathematics, and just talk. That seems to be what is going on here.
 
  • #93
russ_watters said:
I wouldn't call a nuclear decay an "uncaused event". What it is is an event who'se exact timing cannot be determined: it is random/non-deterministic and governed by probability.

I would have thought it was clear from my other posts that I see physics - particularly QM - as being absolutely positively non-deterministic. The only way to be a scientist and be deterministic is to believe there is another yet-to-be-discovered theory/law governing these events that currently appear random. That seems unlikely.

If a decay is not uncaused, then does that mean you believe it is caused?

Your wording is very unclear here as you make an ontic statement, then qualify it with epistemological facts (an observer lacks the necessary information, must rely on probablistic modelling, etc).

And if you really believe in ontic randomness, then surely this in turn does justify deeper enquiry into our deterministic conception of physical law, which you seem to agree is the basis of standard science.

My argument here has been 1) QM is hard evidence for something like ontic randomness, 2) to then say nothing further leaves the door open to woo-woo talk about supernatural causation, 3) we can in fact look to other models of causality which reframe both determinism and randomness as global constraint and local spontaneity.

And I have seen no arguments yet against a Peircean approach.
 
  • #94
Pythagorean said:
But QM would be useless if it wasn't deterministic wouldn't it? I mean, that's the point of theories. You have some chain of causality that explains a phenomena, then you can exploit that chain of causality and manipulate the system. How would we be able to make use of QM if it wasn't deterministic? If there's no chain of causality, what's the point? It may as well be a random number generator you're playing with.
That is the point! Certain things can be known, certain things can be predicted as a matter of probability and certain things are just random number generators we're playing with (which is why they are used as random number generators!). QM tells us which is which and how to properly deal with each.
 
  • #95
russ_watters said:
That is the point! Certain things can be known, certain things can be predicted as a matter of probability and certain things are just random number generators we're playing with (which is why they are used as random number generators!). QM tells us which is which and how to properly deal with each.

So then, you mean to say that QM has both deterministic and non-deterministic elements? And the question of determinism and applying it to the whole universe is fundamentally flawed? This isn't much different from naive classical mechanics.
 
  • #96
apeiron said:
If a decay is not uncaused, then does that mean you believe it is caused.
Lets take it slow:

QM can predict that a decay will happen.

QM can predict a probability distribution of when it might happen.

QM cannot predict exactly when it will happen.
 
  • #97
DrRocket said:
Not only does that link not deal with the misunderstandings "completely" it simply reiterates the misunderstandings themselves -- in short the author offers no understanding but only a boat load of platitudes, culminating in no useful definition of "random" whatever...
For all that, I see lilttle in your post that characterizes the issue differently!
 
  • #98
Pythagorean said:
So then, you mean to say that QM has both deterministic and non-deterministic elements?
Sure - the HUP tells us that the more accurate your measurement needs, the less accurate your results. If you just need to do a rough-estimate of your weight with Newton's law, you do fine to ignore sources of error and assume it is deterministic and 100% accurate. If you need to know the position of an electron, you can't.
And the question of determinism and applying it to the whole universe is fundamentally flawed? This isn't much different from naive classical mechanics.
I don't understand what you meant there, but it may be just what I said above...


...to expand a little, though, early scientists had no reason to believe they couldn't get whatever measurement accuracy they wanted - that the universe was deterministic. Their measurements weren't accurate enough to find that their measurments had a fundamental accuracy limit.
 
  • #99
Pythagorean said:
I agree with you, here.

And, btw, my mind isn't made up about determinism in QM. But QM would be useless if it wasn't deterministic wouldn't it? I mean, that's the point of theories. You have some chain of causality that explains a phenomena, then you can exploit that chain of causality and manipulate the system. How would we be able to make use of QM if it wasn't deterministic? If there's no chain of causality, what's the point? It may as well be a random number generator you're playing with.

QM is NOT deterministic, period.

The only thing in QM that is deterministic is the evolution of the state function, which is in fact nothing more than a deterministic evolution of probability measures.

This is basic quantum theory, whether you choose elementary quantum mechanics or quantum field theories.

The WHOLE POINT of quantum theories is that they predict only probabilities, not specific events.
 
  • #100
russ_watters said:
Sure - the HUP tells us that the more accurate your measurement needs, the less accurate your results. If you just need to do a rough-estimate of your weight with Newton's law, you do fine to ignore sources of error and assume it is deterministic and 100% accurate. If you need to know the position of an electron, you can't.

I don't understand what you meant there, but it may be just what I said above...

Ok, we're on the same page. I guess I assumed you were speaking in absolutes, and you might have assumed the same about my comments.

My argument was basically that there are deterministic events in the universe (and in QM), your argument is that there are non-deterministic events in the universe (and in QM).

These aren't mutually exclusive.
 
  • #101
russ_watters said:
For all that, I see lilttle in your post that characterizes the issue differently!

Then read more deeply. Not seeing it is not the same as it not being there.
 
  • #102
russ_watters said:
Sure - the HUP tells us that the more accurate your measurement needs, the less accurate your results. If you just need to do a rough-estimate of your weight with Newton's law, you do fine to ignore sources of error and assume it is deterministic and 100% accurate. If you need to know the position of an electron, you can't.
I don't understand what you meant there, but it may be just what I said above...


...to expand a little, though, early scientists had no reason to believe they couldn't get whatever measurement accuracy they wanted - that the universe was deterministic. Their measurements weren't accurate enough to find that their measurments had a fundamental accuracy limit.

What the uncertainty principle really says is that if you prepare a whole bunch of particles, let's say electrons, in the same way and then do a series of measurements on those electrons, say measuring position, that if you perform the measurements so as to produce a small variance in the positin measurement then the variance in a measurement of the momentum will become large. This is not surprising since the position and momentum are related via the Fourier transform.

There is no inherent accuracy limit to the position measurement itself, just to the ability to measure both an observable (here position) and its complement (here momentum).

But the real heart of quantum mechanics is that phenomena are not deterministic, but rather are actually stochastic. For instance consider a tunnel diode. Classically no electrons should be able to cross the potential energy barrier. In actuallity some, but not all, electrons pass across the barrier. Quantum theory can predict the relative frequency with which this occurs, but it cannot predict whether any given electron will cross the barrier or not. QM is fundamentally stochastic.

BTW the weight example is a bad example. We don't have a quantum theory that applies to gravitational effects.
 
  • #103
wuliheron said:
jostpuur said:
So you believe that you have a definition for what "random" actually means?

(So rigor definition, that it can be used to deal with these claims about randomness being supernatural.)
As I already stated, Words only have demonstrable meaning according to their function in a given context. The idea that anyone definition of "random" supersedes all others contradicts this observation. What I am asserting is that because the context is so broad when discussing the truly random (a metaphysical idea) its meaning becomes indistinguishable from the "supernatural".

You could have admitted that you believe that you have some definition for (true) randomness.

Obviously you have some definition for (true) randomness, because you also wrote this:

wuliheron said:
Something that is truly random, and not merely unpredictable, by definition does not follow any natural laws.

My guess is that you are trying to avoid revealing your definition for (true) randomness, because if you told your definition too clearly, it would become too evident that your original claim was nearly the same thing as your definition.

That means that you have defined the meaning of the concept "true randomness" so that it is supernatural, and then you have arrived at the result that true randomness is supernatural.

The problem with that is that not everybody agrees with your definition for "true randomness". When you distract the discussion away from the definition, the argument becomes endless.

You should have merely stated that you have an intuitive feeling that randomness is supernatural. Then people would not have attacked you. I believe I understand this intuitive feeling, but I'm not pretending that I had a rigour justification for it.

Now... this:

wuliheron said:
To believe in the truly random is to believe in the supernatural.

I don't think that this should be dismissed as obviously incorrect. Consider the following possibilities:

1: It could be, that laws of nature work as described by quantum mechanics, and then randomness is natural.

2: It could be, that real quantum mechanical events are merely pseudo random, and true randomness would be supernatural.

How could you figure out which one is true? You cannot prove that QM events are not pseudo random, by experiment. Also, it could be that we cannot really tell the difference between these two possibilities, because it is too difficult to come up with sufficient definitions for randomness and pseudo randomness.
 
  • #104
russ_watters said:
Lets take it slow:

QM can predict that a decay will happen.

QM can predict a probability distribution of when it might happen.

QM cannot predict exactly when it will happen.

OK, we can take it real slow. All the above are epistemological statements - predictions and measurements of a model.

Now what about the ontology that may be correctly inferred? Your posts have all had an air of naive realism - how things seem is how they are, it really is that simple.

A scientist, on pragmatic grounds, can correctly say I know the model works, and so far as anything else, I take the fifth amendment.

But this was a philosophical thread asking for reasonable inferences about the reality behind the models.

So the actual question you would have to address is, if QM suggests that events can have an essential spontaneity, how can we make sense of that?

Obviously, if we believe in ontic determinism/locality, then it does not make sense. But equally, the opposite choice of causeless events (or more correctly, events lacking in efficient causes) is not an attractive one. So at that point we are justified to look to new ontic frameworks, which is where the philosophy would start and the questions get interesting.
 
  • #105
jostpuur said:
You could have admitted that you believe that you have some definition for (true) randomness.

Obviously you have some definition for (true) randomness, because you also wrote this:

This is not my definition, read the original post:

travwg33 said:
Just to help define what random is Dictionary.com states that it is:

"–adjective
1. proceeding, made, or occurring without definite aim, reason, or pattern: the random selection of numbers."

But does random truly exist?
For example the roll of dice is usually referred to as random, but really there are tons of factors that control the result of a roll. Air resistance, friction for the surface the dice land on, how the dice are thrown, their starting position, etc...
In the game of craps, there are people who can actually change the probability of rolling certain combinations of numbers; obviously they are tampering with the factors to change the result.

Is random merely a term dubbed for scenarios too complex for us to break down and predict, or does random exist?

This is not only the dictionary definition, it is the definition requested by the original poster!
 

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