{"title":"Jacobi Stability Analysis for Systems of ODEs Using Symbolic Computation","authors":"Bo Huang, Dongming Wang, Jing Yang","doi":"arxiv-2405.10578","DOIUrl":null,"url":null,"abstract":"The classical theory of Kosambi-Cartan-Chern (KCC) developed in differential\ngeometry provides a powerful method for analyzing the behaviors of dynamical\nsystems. In the KCC theory, the properties of a dynamical system are described\nin terms of five geometrical invariants, of which the second corresponds to the\nso-called Jacobi stability of the system. Different from that of the Lyapunov\nstability that has been studied extensively in the literature, the analysis of\nthe Jacobi stability has been investigated more recently using geometrical\nconcepts and tools. It turns out that the existing work on the Jacobi stability\nanalysis remains theoretical and the problem of algorithmic and symbolic\ntreatment of Jacobi stability analysis has yet to be addressed. In this paper,\nwe initiate our study on the problem for a class of ODE systems of arbitrary\ndimension and propose two algorithmic schemes using symbolic computation to\ncheck whether a nonlinear dynamical system may exhibit Jacobi stability. The\nfirst scheme, based on the construction of the complex root structure of a\ncharacteristic polynomial and on the method of quantifier elimination, is\ncapable of detecting the existence of the Jacobi stability of the given\ndynamical system. The second algorithmic scheme exploits the method of\nsemi-algebraic system solving and allows one to determine conditions on the\nparameters for a given dynamical system to have a prescribed number of Jacobi\nstable fixed points. Several examples are presented to demonstrate the\neffectiveness of the proposed algorithmic schemes.","PeriodicalId":501033,"journal":{"name":"arXiv - CS - Symbolic Computation","volume":"46 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Symbolic Computation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2405.10578","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
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.