论文标题

消除随机非线性动力学中的快速变量

Elimination of fast variables in stochastic nonlinear kinetics

论文作者

Morgado, Gabriel, Nowakowski, Bogdan, Lemarchand, Annie

论文摘要

涉及少量变量的化学方案的减少通常足以说明促成反应的主要物种浓度的确定性演变。但是,在荧光相关光谱(FC)或涉及强非线性(例如自催化步骤)的爆炸性系统中,其预测值得怀疑。我们制作精确的动态标准,以定义准稳态近似的有效性域以及消除确定性动力学中的快速浓度。设计两个不同的三变量模型,这些模型会收敛到相同的两变量模型,我们表明,即使在较大的系统大小的极限下,慢变量波动的方差和协方差也无法正确预测。在包含少数分子的介质系统中发现了减少方案的弱点。比较了两种随机方法的结果,并指出了相对于主方程的Langevin方程的缺点。我们得出的结论是,对波动的描述及其与确定性动力学非线性的耦合避免了减少的化学方案。

A reduced chemical scheme involving a small number of variables is often sufficient to account for the deterministic evolution of the concentrations of the main species contributing to a reaction. However its predictions are questionable in small systems used for example in fluorescence correlation spectroscopy (FCS) or in explosive systems involving strong nonlinearities such as autocatalytic steps. We make precise dynamical criteria defining the validity domain of the quasi-steady-state approximation and the elimination of a fast concentration in deterministic dynamics. Designing two different three-variable models converging toward the same two-variable model, we show that the variances and covariance of the fluctuations of the slow variables are not correctly predicted by the two-variable model, even in the limit of a large system size. The more striking weaknesses of the reduced scheme are figured out in mesoscaled systems containing a small number of molecules. The results of two stochastic approaches are compared and the shortcomings of the Langevin equations with respect to the master equation are pointed out. We conclude that the description of the fluctuations and their coupling with nonlinearities of deterministic dynamics escape reduced chemical schemes.

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