College of Mathematics, Sichuan University, Chengdu, Sichuan 610065, China.
Math Biosci Eng. 2020 Oct 23;17(6):7248-7273. doi: 10.3934/mbe.2020372.
Different epidemic models with one or two characteristics of multi-group, age structure and spatial diffusion have been proposed, but few models take all three into consideration. In this paper, a novel multi-group SEIR epidemic model with both age structure and spatial diffusion is constructed for the first time ever to study the transmission dynamics of infectious diseases. We first analytically study the positivity, boundedness, existence and uniqueness of solution and the existence of compact global attractor of the associated solution semiflow. Based on some assumptions for parameters, we then show that the disease-free steady state is globally asymptotically stable by utilizing appropriate Lyapunov functionals and the LaSalle's invariance principle. By means of Perron-Frobenius theorem and graph-theoretical results, the existence and global stability of endemic steady state are ensured under appropriate conditions. Finally, feasibility of main theoretical results is showed with the aid of numerical examples for model with two groups which is important from the viewpoint of applications.
已经提出了具有多群组、年龄结构和空间扩散一个或两个特征的不同传染病模型,但很少有模型同时考虑这三个特征。本文首次构建了一个具有年龄结构和空间扩散的新型多群组 SEIR 传染病模型,以研究传染病的传播动态。我们首先分析研究了相关解半流的正定性、有界性、存在性和唯一性以及紧全局吸引子的存在性。然后,基于对参数的一些假设,我们利用适当的李雅普诺夫泛函和拉塞尔不变原理证明了无病平衡点的全局渐近稳定性。通过佩龙-弗罗贝尼乌斯定理和图论结果,在适当的条件下保证了地方病平衡点的存在性和全局稳定性。最后,通过对具有两个群组的模型的数值例子,说明了主要理论结果的可行性,这从应用的角度来看是很重要的。