Metropolis Algorithm and integration volume

Click For Summary
The Metropolis algorithm is utilized to evaluate canonical expectation value integrals by sampling from the Boltzmann density within a finite volume V in the canonical ensemble. However, implementations often assume particles can move in an infinite volume, raising questions about the accuracy of results under these conditions. The discussion explores whether correct results arise because simulations, despite being theoretically infinite, are practically limited to a finite volume due to time constraints. This finite volume is effectively normalized in the expectation value calculations. The conversation highlights the need for clarity on volume constraints in Monte Carlo simulations.
Derivator
Messages
147
Reaction score
0
Hello,

the Metropolis algorithm can be used to evaluate canonical expectation value integrals by sampling from the Boltzmann density. In the canonical ensemble, one has a finite and constant volume V, over which the configurational part of the expectation-value integral is integrated over.

However, in all descriptions and implementations of the Metropolis-Algorithm, I have never seen that such a volume restriction is obeyed. Everybody just seems to assume that the simulated particles can move freely in an infinite volume. Could someone explain, why one obtains correct results, despite not obeying finite volume constraints? Is this, because the simulation can (in practice) only be executed for a finite time, and hence it will only cover a finite (but large) volume (and this volume, because it is still finite, is canceled by the normalization of the expectation value).


derivator
 
Physics news on Phys.org
I do not have a good working knowledge of physics yet. I tried to piece this together but after researching this, I couldn’t figure out the correct laws of physics to combine to develop a formula to answer this question. Ex. 1 - A moving object impacts a static object at a constant velocity. Ex. 2 - A moving object impacts a static object at the same velocity but is accelerating at the moment of impact. Assuming the mass of the objects is the same and the velocity at the moment of impact...

Similar threads

  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 4 ·
Replies
4
Views
4K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 23 ·
Replies
23
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 5 ·
Replies
5
Views
796
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 2 ·
Replies
2
Views
3K
Replies
2
Views
2K