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Shaping Pulses to Control Bistable Monotone Systems Using Koopman Operator

机译:塑造脉冲以控制使用Koopman运算符的双稳态单调系统

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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.
机译:在本文中,我们进一步开发了最近提出的控制方法,以使用时间脉冲在其稳态状态之间切换双稳态系统。使用脉冲的动机来自生物医学和生物学应用(例如,合成生物学),在那里通常难以构建由于感测和致动的技术限制而构建反馈控制系统。原始框架是针对单调系统的,并且所有扩展都依赖于单调系统理论。相比之下,我们介绍了与固定控制脉冲的所谓的Koopman操作员的特征功能有关的切换功能的概念。使用切换功能的级别集,我们可以(i)计算驱动系统以同步方式驱动系统的所有脉冲集,并且(ii)估计流程所需的时间达到目​​标的epsilon邻域所需的时间稳定状态。此外,我们表明,对于单调系统,切换功能在某种意义中也是单调的,这是一种可以产生高效算法来计算它的属性。该观察结果恢复并进一步扩展了原始框架的结果,我们说明了通过生物应用启发的数值例子。

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