Article (Scientific journals)
Shaping Pulses to Control Bistable Monotone Systems Using Koopman Operator
Sootla, Aivar; Mauroy, Alexandre; Goncalves, Jorge
2016In IFAC-PapersOnLine, 49 (18), p. 698-703
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Keywords :
Adaptive control systems; Boolean functions; Eigenvalues and eigenfunctions; Feedback control; Switching functions; Biological applications; Bistable system; Control methods; Control pulse; Monotone systems; Steady state; Synthetic biology; Technical limitations; Pulse shaping
Abstract :
[en] In this paper, we further develop a recently proposed control method to switch a bistable system between its steady states using temporal pulses. The motivation for using pulses comes from biomedical and biological applications (e.g. synthetic biology), where it is generally difficult to build feedback control systems due to technical limitations in sensing and actuation. The original framework was derived for monotone systems and all the extensions relied on monotone systems theory. In contrast, we introduce the concept of switching function which is related to eigenfunctions of the so-called Koopman operator subject to a fixed control pulse. Using the level sets of the switching function we can (i) compute the set of all pulses that drive the system toward the steady state in a synchronous way and (ii) estimate the time needed by the flow to reach an epsilon neighborhood of the target steady state. Additionally, we show that for monotone systems the switching function is also monotone in some sense, a property that can yield efficient algorithms to compute it. This observation recovers and further extends the results of the original framework, which we illustrate on numerical examples inspired by biological applications. © 2016
Disciplines :
Computer science
Author, co-author :
Sootla, Aivar ;  Université de Liège - ULg
Mauroy, Alexandre;  Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, L-4367, Luxembourg
Goncalves, Jorge;  Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, L-4367, Luxembourg
Language :
English
Title :
Shaping Pulses to Control Bistable Monotone Systems Using Koopman Operator
Publication date :
2016
Journal title :
IFAC-PapersOnLine
ISSN :
2405-8971
eISSN :
2405-8963
Publisher :
Elsevier B.V.
Volume :
49
Issue :
18
Pages :
698-703
Peer reviewed :
Peer Reviewed verified by ORBi
Available on ORBi :
since 07 April 2020

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