Max Planck Institute for Dynamics and Self-Organization, Am Fassberg 17, 37077 Göttingen, Germany.
Chaos. 2020 May;30(5):051108. doi: 10.1063/5.0011506.
In many real-life systems, transient chaotic dynamics plays a major role. For instance, the chaotic spiral or scroll wave dynamics of electrical excitation waves during life-threatening cardiac arrhythmias can terminate by itself. Epileptic seizures have recently been related to the collapse of transient chimera states. Controlling chaotic transients, either by maintaining the chaotic dynamics or by terminating it as quickly as possible, is often desired and sometimes even vital (as in the case of cardiac arrhythmias). We discuss in this study that the difference of the underlying structures in state space between a chaotic attractor (persistent chaos) and a chaotic saddle (transient chaos) may have significant implications for efficient control strategies in real life systems. In particular, we demonstrate that in the latter case, chaotic dynamics in spatially extended systems can be terminated via a relatively low number of (spatially and temporally) localized perturbations. We demonstrate as a proof of principle that control and targeting of high-dimensional systems exhibiting transient chaos can be achieved with exceptionally small interactions with the system. This insight may impact future control strategies in real-life systems like cardiac arrhythmias.
在许多实际系统中,瞬态混沌动力学起着重要作用。例如,在危及生命的心脏心律失常期间,电兴奋波的混沌螺旋或卷曲波动力学可以自行终止。最近,癫痫发作与瞬态嵌合体状态的崩溃有关。控制混沌瞬变,无论是通过维持混沌动力学还是尽快终止它,通常都是期望的,有时甚至是至关重要的(如在心律失常的情况下)。我们在本研究中讨论了状态空间中混沌吸引子(持久混沌)和混沌鞍(瞬态混沌)的基础结构之间的差异可能对实际系统中的有效控制策略有重大影响。特别是,我们证明在后者的情况下,空间扩展系统中的混沌动力学可以通过相对较少的(空间和时间)局部化扰动来终止。我们证明了一个原则性的证明,即对于表现出瞬态混沌的高维系统,可以通过与系统的异常小的相互作用来实现控制和靶向。这一见解可能会影响未来像心律失常这样的实际系统中的控制策略。