论四维交点图混沌动力学的时间尺度。

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Pablo M Cincotta, Claudia M Giordano
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引用次数: 0

摘要

在这项工作中,我们研究了多参数四维交映射中混沌动力学的不同时间尺度。我们计算了共振域中各种系统参数值和许多不同初始条件集合的李亚普诺夫时间和宏观时标,即不稳定时间。不稳定时间是通过普通数值模拟和扩散时间估算得到的,我们通过三种不同的方法推导出扩散时间:通过正态和反态扩散定律,以及通过香农熵,并简要重温了香农熵的公式。我们还讨论了这四种方法中哪一种能为宏观不稳定性提供可靠的时间尺度值。针对这一特殊系统,重新探讨和研究了李亚普诺夫时间与不稳定性时间之间的关系,在某些情况下,可以观察到指数或多项式规律。本研究的主要结论是,只有当动力系统表现为近似遍历系统时,才会出现这种关系,并且李亚普诺夫时间和不稳定时间是全局时标,与相空间中的位置无关。当稳定区域阻止了自由扩散时,这两个时标之间就不会出现相关性,而是局部性的,并取决于相空间中的位置和扰动强度。在任何情况下,不稳定时间在很大程度上都超过了李亚普诺夫时间。因此,当系统远非近似遍历时,可预测动力学的时间尺度由不稳定性时间给出,而李亚普诺夫时间是其下限。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the timescales in the chaotic dynamics of a 4D symplectic map.

In this work, we investigate different timescales of chaotic dynamics in a multi-parametric 4D symplectic map. We compute the Lyapunov time and a macroscopic timescale, the instability time, for a wide range of values of the system's parameters and many different ensembles of initial conditions in resonant domains. The instability time is obtained by plain numerical simulations and by its estimates from the diffusion time, which we derive in three different ways: through a normal and an anomalous diffusion law and by the Shannon entropy, whose formulation is briefly revisited. A discussion about which of the four approaches provide reliable values of the timescale for a macroscopic instability is addressed. The relationship between the Lyapunov time and the instability time is revisited and studied for this particular system where in some cases, an exponential or polynomial law has been observed. The main conclusion of the present research is that only when the dynamical system behaves as a nearly ergodic one such relationship arises and the Lyapunov and instability times are global timescales, independent of the position in phase space. When stability regions prevent the free diffusion, no correlations between both timescales are observed, they are local and depend on both the position in phase space and the perturbation strength. In any case, the instability time largely exceeds the Lyapunov time. Thus, when the system is far from nearly ergodic, the timescale for predictable dynamics is given by the instability time, being the Lyapunov time its lower bound.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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