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Stream: deprecated: thermodynamics

Topic: heat bath in Markov chains


view this post on Zulip Owen Lynch (Nov 12 2021 at 15:13):

There is an an algorithm for sampling from a canonical distribution which makes a Markov chain that has the canonical distribution as its limit, and just runs that Markov chain for a while. States in this Markov chain can go up or down in energy, which seems to me like the Markov chain is precisely the system attached to a heat bath.

view this post on Zulip John Baez (Nov 14 2021 at 00:22):

It sounds like you're talking about the Metropolis algorithm.

view this post on Zulip John Baez (Nov 14 2021 at 00:23):

Is that what you're talking about?

view this post on Zulip Owen Lynch (Nov 14 2021 at 13:27):

Yes, exactly