Verification of Chaos in a Human Cardiovascular System Model

IF 0.8 4区 数学 Q3 MATHEMATICS, APPLIED Regular and Chaotic Dynamics Pub Date : 2025-04-07 DOI:10.1134/S1560354725020078
Pavel V. Kuptsov, Yuriy M. Ishbulatov, Anatoly S. Karavaev, Nataliya V. Stankevich
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Abstract

This study discusses an approach for estimation of the largest Lyapunov exponent for the mathematical model of the cardiovascular system. The accuracy was verified using the confidence intervals approach. The algorithm was used to investigate the effects of noises with different amplitudes and spectral compositions on the dynamics of the model. Three sets of parameters are considered, corresponding to different states of the human cardiovascular system model. It is shown that, in each case, the model exhibited chaotic dynamics. The model gave different responses to the changes in the characteristics of the noise, when using different sets of parameters. The noise had both constructive and destructive effects, depending on the parameters of the model and the noise, by, respectively, amplifying or inhibiting the chaotic dynamics of the model.

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人类心血管系统混沌模型的验证
本文讨论了一种估计心血管系统数学模型的最大李雅普诺夫指数的方法。采用置信区间法验证了该方法的准确性。利用该算法研究了不同振幅和谱组成的噪声对模型动力学特性的影响。考虑了三组参数,对应于人体心血管系统模型的不同状态。结果表明,在每种情况下,模型都表现为混沌动力学。当使用不同的参数集时,模型对噪声特征的变化给出了不同的响应。根据模型和噪声的参数,噪声具有建设性和破坏性的作用,分别通过放大或抑制模型的混沌动力学。
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来源期刊
CiteScore
2.50
自引率
7.10%
发文量
35
审稿时长
>12 weeks
期刊介绍: Regular and Chaotic Dynamics (RCD) is an international journal publishing original research papers in dynamical systems theory and its applications. Rooted in the Moscow school of mathematics and mechanics, the journal successfully combines classical problems, modern mathematical techniques and breakthroughs in the field. Regular and Chaotic Dynamics welcomes papers that establish original results, characterized by rigorous mathematical settings and proofs, and that also address practical problems. In addition to research papers, the journal publishes review articles, historical and polemical essays, and translations of works by influential scientists of past centuries, previously unavailable in English. Along with regular issues, RCD also publishes special issues devoted to particular topics and events in the world of dynamical systems.
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