Exceptions to the postulate of equal a priori probabilities?

In summary: However, there are some outliers, which are more likely to be close to some other configuration (i.e. they are "energetic"), and these are called "knots".
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AndreasC
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Not sure if this is the appropriate forum for this, hopefully if it isn't someone can move it to a more appropriate place.

The fundamental postulate of equal a priori probabilities in statistical physics asserts that all accessible microstates states in an ensemble happen with equal probability. It is an important assumption for proving a number of important results, like the form of the partition functions in microcanonical and canonical ensembles etc. My question is, are there any significant cases that statistical physics still deals with where equal a priori probabilities can not be assumed and other assumptions have to be made?
 
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For instance, there's this system of coupled oscillators that can get "stuck" in some part of energy-allowed phase space and the energy doesn't partition to all degrees of freedom until some time has passed.

https://en.wikipedia.org/wiki/Fermi–Pasta–Ulam–Tsingou_problem

But this kind of things are something that would probably be called "metastable states" in statistical physics terminology.
 
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In general, equal apriori probabilities are not a postulate but must be derived from the dynamics. However, in all but the most simple cases, this is mathematically very difficult and rarely of practical importance. Thus, this problem is usually sidestepped and the probabilities are just postulated. This is fine in practice, but you have to keep in mind that such a postulate is not independent of the dynamics and could in principle contradict it. Integrable systems are a typical example for this situation. E.g., in the two-body problem, no non-trivial set of initial conditions will lead to a thermal state if you just wait long enough.
 
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Nullstein said:
This is fine in practice, but you have to keep in mind that such a postulate is not independent of the dynamics and could in principle contradict it.
Yeah, this has been my understanding so far, that's why I was interested in examples where this can't be assumed.
Nullstein said:
no non-trivial set of initial conditions will lead to a thermal state if you just wait long enough.
How is a thermal state defined? Furthermore, can equal probabilities be assumed in all such states?
 
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AndreasC said:
How is a thermal state defined? Furthermore, can equal probabilities be assumed in all such states?
Typically, a closed, sufficiently chaotic system is expected to have a microcanonical ensemble as equilibrium distribution, which is just an equal probability distribution on a constant energy surface (or constant integrals of motion surface, more generally). An open subsystem that can exchange energy will then typically end up in a canonical ensemble. The canonical ensemble has this constant energy only on avergage, with configurations closer to this constant energy surface being more likely.
 
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1. What are exceptions to the postulate of equal a priori probabilities?

The postulate of equal a priori probabilities states that all outcomes of an experiment have an equal chance of occurring. However, there are certain situations where this may not hold true, such as in biased or rigged experiments, or when certain factors are not taken into account.

2. How do exceptions to the postulate of equal a priori probabilities affect scientific experiments?

Exceptions to this postulate can greatly impact the validity and reliability of scientific experiments. If certain outcomes have a higher or lower chance of occurring, it can skew the results and lead to incorrect conclusions.

3. Can exceptions to the postulate of equal a priori probabilities be accounted for?

In some cases, yes. Scientists can take steps to minimize bias and ensure that all possible outcomes are considered and given an equal chance of occurring. This can include randomization, controlling for variables, and using larger sample sizes.

4. Are there any ethical concerns with exceptions to the postulate of equal a priori probabilities?

Yes, there can be ethical concerns when experiments are intentionally biased or manipulated in order to achieve a desired outcome. This goes against the principles of scientific integrity and can lead to misleading or harmful results.

5. How can scientists address exceptions to the postulate of equal a priori probabilities in their research?

Scientists should always be aware of potential biases and take steps to minimize their impact. This can include carefully designing experiments, using appropriate statistical methods, and being transparent about any limitations or potential sources of bias in their research.

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