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序列与分布式双无效循环:在参数丰富的动力学下可发生Hopf分岔,但在质量作用动力学下无法发生

Sequential and distributive dual futile cycle: Hopf bifurcation can occur under parameter-rich kinetics but cannot occur under mass action kinetics

Nicola Vassena

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中文总结 AI 辅助

本文以双无效循环模型为对象,证明参数丰富动力学下该模型的微分方程组可发生Hopf分岔,质量作用动力学下则不行,且借助ChatGPT Sol 5.6完成关键证明,展示了AI在相关数学研究中的应用价值。

中文摘要 AI 辅助

本文证明,由序列与分布式双无效循环产生的常微分方程组,当采用通用的参数丰富的动力学时,具有发生Hopf分岔的结构能力;而当采用质量作用动力学时,该能力消失。后者的证明依赖于Routh-Hurwitz方法,辅以少量初步结构考量,但关键贡献来自ChatGPT Sol 5.6,它提供了非平凡的正性证明。本文的第二个目的是利用这个已被充分研究的玩具模型,记录这种AI贡献,并提供此类工具在计算机代数及大多项式正性证明背景下的可用性示例。

英文摘要

This paper establishes that the system of ordinary differential equations arising from the sequential and distributive dual futile cycle has the structural capacity for Hopf bifurcations, whenever it is endowed with general parameter-rich kinetics, but it loses such capacity if it is endowed with mass action kinetics. The proof of the latter fact relies on a Routh-Hurwitz approach, improved by few preliminary structural considerations, but a decisive contribution came from ChatGPT Sol 5.6, which provided a nontrivial positivity certificate. A second purpose of the paper is indeed to document such AI-contribution, exploiting this well-studied toy-model, and to offer an example of the utilizability of such tools in the context of computer algebra and positivity certificates for large polynomials.

发表机构

  • Universität Leipzig(莱比锡大学)

机构由 AI 辅助整理,请以论文原文为准。

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