Turnpike Property in Optimal Microbial Metabolite Production

被引:6
作者
Caillau, Jean-Baptiste [3 ]
Djema, Walid [2 ]
Gouze, Jean-Luc [2 ]
Maslovskaya, Sofya [1 ]
Pomet, Jean-Baptiste [3 ]
机构
[1] Paderborn Univ, Dept Math, Paderborn, Germany
[2] Univ Cote dAzur, Sorbonne Univ, INRAE, Biocore Team,Inria,CNRS, Sophia Antipolis, France
[3] Univ Cote dAzur, CNRS, LJAD, McTao Team,Inria, Sophia Antipolis, France
关键词
Biological systems; Self-replicator model; Fuller phenomenon; Turnpike; TIME; DISSIPATIVITY;
D O I
10.1007/s10957-022-02023-0
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider the problem of maximization of metabolite production in bacterial cells formulated as a dynamical optimal control problem (DOCP). According to Pontryagin's maximum principle, optimal solutions are concatenations of singular and bang arcs and exhibit the chattering or Fuller phenomenon, which is problematic for applications. To avoid chattering, we introduce a reduced model which is still biologically relevant and retains the important structural features of the original problem. Using a combination of analytical and numerical methods, we show that the singular arc is dominant in the studied DOCPs and exhibits the turnpike property. This property is further used in order to design simple and realistic suboptimal control strategies.
引用
收藏
页码:375 / 407
页数:33
相关论文
共 31 条
  • [1] Agrachev A.A, 2004, ENCYCL MATH SCI, V87
  • [2] OPTIMAL-CONTROL PROBLEMS OVER LARGE TIME INTERVALS
    ANDERSON, BDO
    KOKOTOVIC, PV
    [J]. AUTOMATICA, 1987, 23 (03) : 355 - 363
  • [3] Betts JT, 2010, ADV DES CONTROL, P1, DOI 10.1137/1.9780898718577
  • [4] Biegler LT, 2010, MOS-SIAM SER OPTIMIZ, V10, pXIII, DOI 10.1137/1.9780898719383
  • [5] Bonnard B., 2003, SINGULAR TRAJECTORIE
  • [6] Caillau J.-B., 2020, 21 IFAC WORLD C
  • [7] Regularization of Chattering Phenomena via Bounded Variation Controls
    Caponigro, Marco
    Ghezzi, Roberta
    Piccoli, Benedetto
    Trelat, Emmanuel
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 63 (07) : 2046 - 2060
  • [8] Cots O., 2020, HOMOTOPIC APPROACH T
  • [9] Turnpike features in optimal selection of species represented by quota models
    Djema, Walid
    Giraldi, Laetitia
    Maslovskaya, Sofya
    Bernard, Olivier
    [J]. AUTOMATICA, 2021, 132 (132)
  • [10] Locally optimal and robust backstepping design
    Ezal, K
    Pan, ZG
    Kokotovic, PV
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (02) : 260 - 271