Convergence Rates to Optimal Distribution of the Boltzmann Machine on Simulated Annealing

摘要

In this paper, explicit estimations of the convergence rates of the Boltzmann machine on simulated annealing are given. As its applications, quantitative bounds of the temperature and the transition times of the Boltzmann machine to optimal distribution are given.