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  • 标题:Towards a solution of mean-field control problems using model predictive control ⁎
  • 本地全文:下载
  • 作者:Alfio Borzì ; Lars Grüne
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:2
  • 页码:4973-4978
  • DOI:10.1016/j.ifacol.2020.12.1086
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this paper we propose a model predictive control (MPC) scheme for solving mean-field control problems. To this end, the MPC scheme is applied to a controlled Fokker-Planck equation. We test our algorithm by means of a numerical example, both with and without nonlinear coupling. We also provide numerical evidence that MPC indeed delivers approximately optimal trajectories for this example.
  • 关键词:Keywordsmodel predictive controlmean-field control problemcontrolled Fokker-Planck equation
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