How to tell the difference between randomness and chaos?

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Discussion Overview

The discussion revolves around the distinction between chaos and randomness, exploring theoretical implications, experimental challenges, and philosophical considerations. Participants examine whether these concepts are fundamentally different or if they converge under certain conditions, particularly in the context of quantum mechanics and the uncertainty principle.

Discussion Character

  • Debate/contested
  • Conceptual clarification
  • Exploratory

Main Points Raised

  • Some participants suggest that complex systems may appear random due to the effects of the uncertainty principle, which complicates long-term predictions.
  • Others argue that true randomness is difficult to prove, and many events perceived as random may actually have underlying deterministic factors.
  • A participant questions the utility of existing mathematical distinctions between chaos and randomness, seeking experimental evidence to demonstrate randomness in a determined world.
  • One viewpoint posits that the uncertainty principle prevents the same initial conditions from being used in experiments, making it impossible to definitively distinguish between chaotic and random systems.
  • Another participant claims that randomness can be viewed as a measure of chaos, suggesting a relationship between the two concepts.
  • Some contributions emphasize that quantum mechanics introduces a form of randomness that is distinct from chaos, with historical context provided regarding the development of these theories.

Areas of Agreement / Disagreement

Participants express multiple competing views on the relationship between chaos and randomness, with no consensus reached on whether they are fundamentally the same or different concepts. The discussion remains unresolved regarding the implications of quantum mechanics on this distinction.

Contextual Notes

Participants highlight limitations in experimental design due to the uncertainty principle and the challenges in proving true randomness. The discussion also reflects on historical perspectives that may influence current interpretations of chaos and randomness.

Xiaomin Chu
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Found this question while think of determine&random. If a system if very complex, it may looks like random. Even GUT is found, it is still impossible to tell what a determined system will be after a long period because of Heisenberg's uncertainty principle. An error in initial conditions, even it's smaller than any number which can be imagined, will be zoom out to be seen very soon in a chaotic system.
Then what is the difference between chaos and randomness? Or, are they exactly the same thing since uncertainty principle kills any experiment to tell the difference?
 
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Xiaomin Chu said:
Found this question while think of determine&random. If a system if very complex, it may looks like random. Even GUT is found, it is still impossible to tell what a determined system will be after a long period because of Heisenberg's uncertainty principle. An error in initial conditions, even it's smaller than any number which can be imagined, will be zoom out to be seen very soon in a chaotic system.
Then what is the difference between chaos and randomness? Or, are they exactly the same thing since uncertainty principle kills any experiment to tell the difference?

http://www.math.tamu.edu/~mpilant/math614/chaos_vs_random.pdf

which is just the first hit I got when I asked your question of google. It IS, after all, exactly the kind of question that Google generally will give you decent answers on.
 
phinds said:
http://www.math.tamu.edu/~mpilant/math614/chaos_vs_random.pdf

which is just the first hit I got when I asked your question of google. It IS, after all, exactly the kind of question that Google generally will give you decent answers on.
This is not the case! I'm sorry if I didn't make myself understood clearly enough. This file provides the difference between the two mathematical structures, which is useless. My question is, if one says the world is completely determined, which kind of experiment can I do to make him believe real world is random.
 
As unforeseeable as much in the real world may seem, it isn't random. It is difficult to find events which are truly random; for a start, how to prove (i.e., demonstrate to 100% certainty) that something has a truly random outcome? For most apparently-unpredictable events we end up saying, well, as far as we are concerned we'll regard it for our purposes as essentially random. But that doesn't mean it is.

I'm sure cow pat lotto just looks random. :oldwink:
 
Any experiment needs initial conditions, but uncertainty principle forbids giving the same initial conditions to two systems. So it is never possible to check weather a system is chaotic or random. By Occam's Razor principle(let me just call it a principle), it's better to say there aren't two separated concerpt named random and chaos but a single one.
But a determined theory will allow me to do the following experiment:
I can take a determined process, which is as complex as possible. With supercomputers, I can compute how the system will be after a while with every initial condition. In the process, very small difference will be zoomed out that I can see them. By this method, I can measure position and momentum simultaneously as exactly as I want, because the error I will make will be compressed to be any finite small number by the inverse process(not necessary able to do physically, but I can compute), exponentially.
Is determined theory itself against the uncertainty principle?
 
I believe randomness is the measure of chaos.
 
Don't forget that quantum mechanics is as the base of all physics. The randomness in quantum physics is not chaos based.
 
anorlunda said:
Don't forget that quantum mechanics is as the base of all physics. The randomness in quantum physics is not chaos based.
Remember that quantum mechanics is much earlier than the chaos theory. At that age, no one of the world knows about chaos. They might think randomness exist everywhere like dice game. I may predict what will the result be for a dice game if I know enough information. They didn't do any experiments to show the randomness, but just guessing. We may or may not believe real world is random, there's no proof,
 
Xiaomin Chu said:
My question is, if one says the world is completely determined, which kind of experiment can I do to make him believe real world is random.

No experiment can settle that question, so this discussion doesn't belong here. Thread closed.
 

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