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Lyapunov Function Partial Differential Equations for Stability Analysis of a Class of Chemical Reaction Networks

机译:Lyapunov函数部分微分方程,用于一类化学反应网络的稳定性分析

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We investigate a broad family of chemical reaction networks (CRNs) assigned with mass action kinetics, called complex-balanced-produced-CRNs (CBP-CRNs), which are generated by any given complex balanced mass action system (MAS) and whose structures depend on the selection of producing matrices. Unluckily, the generally applied pseudo-Helmholtz free energy function may fail to act as a Lyapunov function for the CBP-CRNs. Inspired by the method of Lyapunov function partial differential equations (PDEs), we construct one solution of their corresponding Lyapunov function PDEs, termed as the generalized pseudo-Helmholtz free energy function, and we further show that solution can behave as a Lyapunov function to render the asymptotic stability for the CBP-CRNs. This work can be taken as an argument of the conjecture that Lyapunov function PDEs approach can serve for any MAS.
机译:我们研究了分配的大规模动作动力学的广泛的化学反应网络(CRNS),称为复杂平衡制作的-CRNS(CBP-CRNS),其由任何给定的复杂平衡质量动作系统(MAS)产生,其结构依赖关于制造矩阵的选择。幸运的是,通常应用的伪亥姆霍兹自由能功能可能无法充当CBP-CRN的Lyapunov功能。灵感来自Lyapunov函数部分微分方程(PDE)的方法,我们构建了一个对应Lyapunov函数PDE的一个解决方案,称为广义伪亥姆霍兹自由能功能,我们进一步表明解决方案可以表现为Lyapunov函数呈现CBP-CRN的渐近稳定性。这项工作可以作为猜想的论点,即Lyapunov函数PDES方法可以用于任何MAS。

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