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  • 标题:Time-optimal control of piecewise affine bistable gene-regulatory networks: preliminary results ⁎
  • 本地全文:下载
  • 作者:Nicolas Augier ; Agustín Gabriel Yabo
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2021
  • 卷号:54
  • 期号:5
  • 页码:205-210
  • DOI:10.1016/j.ifacol.2021.08.499
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractIn this preliminary work we give a geometric characterization of the time-optimal trajectories for a piecewise affine bistable switch. Such hybrid models play a major role in systems biology, as they can expressively account for the behaviors of simple gene-regulatory networks. A key example of these biological circuits is the genetic toggle switch, for which the optimality of a state switch has not been studied to the present day. The main result of this work to prove that the optimal control strategy is a simple bang-bang feedback control law. In opposition to previous works, we show that a time-optimal transition between states should pass by an undifferentiated state, well known in cell biology for playing a major role in fate differentiation of cells. We conclude by showing numerical simulations of optimal trajectories illustrating the structure of the bang-bang optimal control for different scenarios.
  • 关键词:KeywordsGenetic Regulatory SystemsHybrid systemsBiological systemsOptimal controlGenetic toggle switch
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