4 ms·
I mean, I know where it comes from; I just don't think that there's a nice hand-wavy way to get people to understand what's going on there: you really need to s
by drostie 12y ago
I mean, I know where it comes from; I just don't think that there's a nice hand-wavy way to get people to understand what's going on there: you really need to start with how uncertainties multiply across a system, define entropy as log(W) in the NVE ensemble, discover temperature hiding there too, then switch to the NVT ensemble (i.e. connect to an infinite reservoir of energy at a certain temperature) -- then you can get at Boltzmann factors.
Even then, as was pointed out to me recently, it's not clear that the "always accept a lower energy, accept a higher energy proportional to the Boltzmann factor" yields a steady-state Boltzmann distribution -- especially because that would imply that the result is independent of the number of configurations with a given energy (the "density of states"), which seems surprising. If that doesn't hold then it's either a convenient approximation or a bit of magical thinking...