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一种用于研究具有两种生理结构的线性人口模型稳定性的伪谱方法。

A pseudospectral method for investigating the stability of linear population models with two physiological structures.

机构信息

Area of Mathematics, Gran Sasso Science Institute, viale F. Crispi 7, 67100 L'Aquila, Italy.

CDLab - Computational Dynamics Laboratory, University of Udine, Italy.

出版信息

Math Biosci Eng. 2023 Jan;20(3):4493-4515. doi: 10.3934/mbe.2023208. Epub 2022 Dec 26.

Abstract

The asymptotic stability of the null equilibrium of a linear population model with two physiological structures formulated as a first-order hyperbolic PDE is determined by the spectrum of its infinitesimal generator. In this paper, we propose a general numerical method to approximate this spectrum. In particular, we first reformulate the problem in the space of absolutely continuous functions in the sense of Carathéodory, so that the domain of the corresponding infinitesimal generator is defined by trivial boundary conditions. Via bivariate collocation, we discretize the reformulated operator as a finite-dimensional matrix, which can be used to approximate the spectrum of the original infinitesimal generator. Finally, we provide test examples illustrating the converging behavior of the approximated eigenvalues and eigenfunctions, and its dependence on the regularity of the model coefficients.

摘要

具有两个生理结构的线性人口模型的零平衡点的渐近稳定性由其无穷小生成器的谱确定。在本文中,我们提出了一种通用的数值方法来近似这个谱。特别是,我们首先在 Carathéodory 意义上的绝对连续函数空间中重新表述这个问题,使得相应的无穷小生成器的域由平凡边界条件定义。通过二元配置,我们将重新表述的算子离散化为有限维矩阵,可用于近似原始无穷小生成器的谱。最后,我们提供了测试示例,说明了近似特征值和特征函数的收敛行为及其对模型系数正则性的依赖性。

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