首页    期刊浏览 2024年10月04日 星期五
登录注册

文章基本信息

  • 标题:Control of Self-Assembly with Dynamic Programming ⁎
  • 本地全文:下载
  • 作者:Martha A. Grover ; Daniel J. Griffin ; Xun Tang
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2019
  • 卷号:52
  • 期号:1
  • 页码:1-9
  • DOI:10.1016/j.ifacol.2019.06.029
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis conference paper updates a previously-reported methodology for establishing feedback control of self-assembly (Griffin et al. (2016b)). The methodology combines dimension reduction, supervised learning, and dynamic programming to obtain an optimal feedback control policy for reaching a desired assembled state. The strategy is further demonstrated, with both simulation and experimental results, for two applications: control of colloidal assembly (to produce perfect colloidal crystals) and control of crystallization from solution (to produce crystals of desired average size).
  • 关键词:KeywordsDynamic programmingmaterial systemsMarkov decision processesclosed-loop controlreduced-order modelslearning
国家哲学社会科学文献中心版权所有