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Optimal acceptance probability for simulated annealing
Abstract:The objective of this note is two-fold: first, to prescribe a rather general form for the acceptance probability which will attain the Gibbs distribution for a stationary Markov chain; second, to find the particular one that will maximize the rate at which equilibrium is reached.
Keywords:Gibbs field  Markov chain  Boltzmann machine  simulated annealing
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