Unpredictability vs Randomness

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In summary, the conversation is discussing the difference between something being random and something being deterministic but unpredictable due to limitations in technology or methods of knowing. They also consider whether there are cases where it is impossible to tell the difference, such as in sub-atomic uncertainty. Some physicists believe that the position of a sub-atomic particle is truly random, while others argue that it is deterministic but unknowable. In the classical world, there are also cases of deterministic chaos that are unpredictable but not random.
  • #1
coktail
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Hi All,

How do we tell the difference between something being random and something being deterministic but unpredictable because of limitations without with our tools/technology or methods of knowing (e.g. uncertainty principal)?

Are there cases where we cannot tell the difference? For example, in sub-atomic uncertainty where we can't predict an objects position and momentum at the same time, do we think that its position is random, or is it deterministic but just unknowable. Or, are we uncertain which of these two it is?

Thanks!
 
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  • #2
As for your last question, "For example, in sub-atomic uncertainty where we can't predict an objects position and momentum at the same time, do we think that its position is random, or is it deterministic but just unknowable. Or, are we uncertain which of these two it is?", there are fundamental theories of quantum physics that argue both ways. We don't know, yet, which is true, although I believe that most physicists are inclined to the idea that there are no "hidden variables" and the position of a sub-atomic particle really is random- until it is measured.
 
  • #3
In the classical world, deterministic chaos is un-predictable but not random. Have a look at the Logistic Map for starters: http://en.wikipedia.org/wiki/Logistic_map

There are regimes whose exact behavior are un-predctable, but we _can_ predict where they are...
 

1. What is the difference between unpredictability and randomness?

Unpredictability refers to the inability to accurately predict an outcome or event. Randomness, on the other hand, refers to the lack of pattern or predictability in a sequence of events or outcomes. In other words, unpredictability is a characteristic of a specific event or outcome, while randomness is a characteristic of a series of events or outcomes.

2. Can something be both unpredictable and random?

Yes, something can be both unpredictable and random. For example, a coin toss is both unpredictable (we cannot accurately predict whether it will land on heads or tails) and random (there is no pattern or predictability in the outcome of each toss).

3. How do scientists study unpredictability and randomness?

Scientists study unpredictability and randomness through various fields and methods such as chaos theory, probability theory, and statistical analysis. They also conduct experiments and simulations to observe and analyze unpredictable and random events.

4. Are there any real-world applications for understanding unpredictability and randomness?

Yes, understanding unpredictability and randomness has many real-world applications. For example, it is essential for weather forecasting, stock market analysis, and risk assessment in various industries. It also helps in decision-making and problem-solving in complex systems.

5. Can we control or manipulate unpredictability and randomness?

In some cases, we can control or manipulate unpredictability and randomness to a certain extent. For example, by using random number generators, we can introduce randomness in computer programs. However, in natural systems, unpredictability and randomness are inherent and cannot be fully controlled or manipulated.

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