Slow Invariant Manifold of Brusselator Model

A. Nazimuddin, Md. Showkat Al
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Abstract

The slow invariant manifold is a unique trajectory of the dynamical system that describes the long-time dynamics of the system’s evolution efficiently. Determining such manifolds is of obvious importance. On one hand they provide a basic insight into the dynamics of the system, on the other hand they allow a reduction of dimension of the system occurs on the invariant manifold only. If the dimension of the invariant manifold is sufficiently low, this reduction may result in substantial savings in computational costs. In this paper, differential geometry based new developed approach called the flow curvature method is considered to analyse the Brusselator model. According to this method, the trajectory curve or flow of any dynamical system of dimension considers as a curve in Euclidean space of dimension . Then the flow curvature or the curvature of the trajectory curve may be computed analytically. The set of points where the flow curvature is null or empty defines the flow curvature manifold. This manifold connected with the dynamical system of any dimension directly describes the analytical equation of the slow invariant manifold incorporated with the same dynamical system. In this article, we apply the flow curvature method for the first time on the two-dimensional Brusselator model to compute the analytical equation of the slow invariant manifold where we use the Darboux theorem to prove the invariance property of the slow manifold.
Brusselator模型的慢不变流形
慢不变流形是动力系统的一种独特轨迹,它有效地描述了系统演化的长期动态。确定这样的流形显然很重要。一方面,它们提供了对系统动力学的基本洞察,另一方面,它们允许系统的降维只发生在不变流形上。如果不变流形的维数足够低,这种减少可能会导致计算成本的大量节省。本文采用基于微分几何的流动曲率法来分析Brusselator模型。根据该方法,将任意维数的动力系统的轨迹曲线或流动看作维数欧几里得空间中的曲线。然后可以解析地计算出流动曲率或轨迹曲线的曲率。流曲率为零或空的点的集合定义了流曲率流形。这种与任意维动力系统相连的流形直接描述了与同一动力系统相连的慢不变流形的解析方程。本文首次在二维Brusselator模型上应用流曲率法计算慢不变流形的解析方程,并利用达布定理证明了慢不变流形的不变性。
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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