Partial control of chaos: how to avoid undesirable behaviors with small controls in presence of noise

Rubén Capeáns, J. F. Sanjuan
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引用次数: 3

Abstract

The presence of a nonattractive chaotic set, also called chaotic saddle, in phase space implies the appearance of a finite time kind of chaos that is known as transient chaos. For a given dynamical system in a certain region of phase space with transient chaos, trajectories eventually abandon the chaotic region escaping to an external attractor, if no external intervention is done on the system. In some situations, this attractor may involve an undesirable behavior, so the application of a control in the system is necessary to avoid it. Both, the nonattractive nature of transient chaos and eventually the presence of noise may hinder this task. Recently, a new method to control chaos called \emph{partial control} has been developed. The method is based on the existence of a set, called the safe set, that allows to sustain transient chaos by only using a small amount of control. The surprising result is that the trajectories can be controlled by using an amount of control smaller than the amount of noise affecting it. We present here a broad survey of results of this control method applied to a wide variety of dynamical systems. We also review here all the variations of the partial control method that have been developed so far. In all the cases various systems of different dimensionality are treated in order to see the potential of this method. We believe that this method is a step forward in controlling chaos in presence of disturbances.
混沌的局部控制:如何在存在噪声的情况下用小控制避免不良行为
相空间中非吸引混沌集(也称为混沌鞍)的存在意味着有限时间混沌的出现,这种混沌被称为瞬态混沌。对于具有瞬态混沌的相空间某一区域的给定动力系统,如果不进行外部干预,轨迹最终会放弃混沌区域逃逸到外部吸引子。在某些情况下,这个吸引器可能涉及不希望的行为,因此在系统中应用控制是必要的,以避免它。瞬态混沌的不吸引人的性质和最终噪声的存在都可能阻碍这项任务。近年来,出现了一种新的混沌\emph{控制方法——部分控制}。该方法基于一个被称为安全集的集合的存在,该集合允许仅使用少量的控制来维持短暂的混沌。令人惊讶的结果是,轨迹可以通过使用比影响它的噪声量更小的控制量来控制。我们在这里提出了一个广泛的调查结果,这种控制方法应用于各种各样的动力系统。我们还在这里回顾了迄今为止已经开发的部分控制方法的所有变体。在所有的情况下,不同维数的各种系统都被处理,以便看到这种方法的潜力。我们相信这种方法在控制存在干扰的混沌方面是向前迈进了一步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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