利用符号计算对 ODE 系统进行雅可比稳定性分析

Bo Huang, Dongming Wang, Jing Yang
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引用次数: 0

摘要

在微分几何中发展起来的经典科桑比-卡坦-切恩(KCC)理论为分析动力学系统的行为提供了一种强有力的方法。在 KCC 理论中,动力学系统的特性用五个几何不变式来描述,其中第二个不变式对应于系统的所谓雅可比稳定性。与文献中广泛研究的李亚普诺夫稳定性不同,雅可比稳定性的分析最近使用几何概念和工具进行了研究。事实证明,现有的雅可比稳定性分析工作仍停留在理论层面,雅可比稳定性分析的算法和符号处理问题仍有待解决。在本文中,我们首先研究了一类任意维度的 ODE 系统的雅可比稳定性问题,并提出了两种利用符号计算来检验非线性动力系统是否可能表现出雅可比稳定性的算法方案。第一种方案基于特征多项式复根结构的构造和量子消元方法,能够检测给定动态系统是否存在雅可比稳定性。第二种算法方案利用了半代数系统求解方法,可以确定给定动力系统的参数条件,使其具有规定数量的雅可比定点。本文列举了几个例子来证明所提算法方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Jacobi Stability Analysis for Systems of ODEs Using Symbolic Computation
The classical theory of Kosambi-Cartan-Chern (KCC) developed in differential geometry provides a powerful method for analyzing the behaviors of dynamical systems. In the KCC theory, the properties of a dynamical system are described in terms of five geometrical invariants, of which the second corresponds to the so-called Jacobi stability of the system. Different from that of the Lyapunov stability that has been studied extensively in the literature, the analysis of the Jacobi stability has been investigated more recently using geometrical concepts and tools. It turns out that the existing work on the Jacobi stability analysis remains theoretical and the problem of algorithmic and symbolic treatment of Jacobi stability analysis has yet to be addressed. In this paper, we initiate our study on the problem for a class of ODE systems of arbitrary dimension and propose two algorithmic schemes using symbolic computation to check whether a nonlinear dynamical system may exhibit Jacobi stability. The first scheme, based on the construction of the complex root structure of a characteristic polynomial and on the method of quantifier elimination, is capable of detecting the existence of the Jacobi stability of the given dynamical system. The second algorithmic scheme exploits the method of semi-algebraic system solving and allows one to determine conditions on the parameters for a given dynamical system to have a prescribed number of Jacobi stable fixed points. Several examples are presented to demonstrate the effectiveness of the proposed algorithmic schemes.
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