首页    期刊浏览 2026年01月02日 星期五
登录注册

文章基本信息

  • 标题:Convergence Rates to Optimal Distribution of the Boltzmann Machine on Simulated Annealing
  • 本地全文:下载
  • 作者:Hajime URAKAWA
  • 期刊名称:Interdisciplinary Information Sciences
  • 印刷版ISSN:1340-9050
  • 电子版ISSN:1347-6157
  • 出版年度:2009
  • 卷号:15
  • 期号:2
  • 页码:291-299
  • DOI:10.4036/iis.2009.291
  • 出版社:The Editorial Committee of the Interdisciplinary Information Sciences
  • 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.
  • 关键词:Boltzmann machine;Markov chain;Gibbs matrix;total variation distance;convergence rates
国家哲学社会科学文献中心版权所有