Lloyd Alun L, Jansen Vincent A A
Program in Theoretical Biology, Institute for Advanced Study, Princeton, NJ 08540, USA.
Math Biosci. 2004 Mar-Apr;188:1-16. doi: 10.1016/j.mbs.2003.09.003.
Multi-patch models - also known as metapopulation models - provide a simple framework within which the role of spatial processes in disease transmission can be examined. An n-patch model which distinguishes between k different classes of individuals is considered. The linear stability of spatially homogeneous solutions of such models is studied using an extension of an analysis technique previously described for a population setting in which individuals migrate between patches according to a simple linear term. The technique considerably simplifies the analysis as it decouples the nk dimensional linearized system into n distinct k-dimensional systems. An important feature of the spatial epidemiological model is that the spatial coupling may involve non-linear terms. As an example of the use of this technique, the dynamical behavior in the vicinity of the endemic equilibrium of a symmetric SIR model is decomposed into spatial modes. For parameter values appropriate for childhood diseases, expressions for the eigenvalues corresponding to in-phase and out-of-phase modes are obtained, and it is shown that the dominant mode of the system is an in-phase mode. Furthermore, the out-of-phase modes are shown to decay much more rapidly than the in-phase mode for a broad range of coupling strengths.
多斑块模型——也称为集合种群模型——提供了一个简单的框架,在这个框架内可以研究空间过程在疾病传播中的作用。我们考虑一个区分k种不同个体类别的n斑块模型。使用一种先前针对个体根据一个简单线性项在斑块间迁移的种群设定所描述的分析技术的扩展,来研究此类模型空间均匀解的线性稳定性。该技术极大地简化了分析,因为它将nk维线性化系统解耦为n个不同的k维系统。空间流行病学模型的一个重要特征是空间耦合可能涉及非线性项。作为该技术应用的一个例子,一个对称SIR模型地方病平衡点附近的动力学行为被分解为空间模式。对于适合儿童疾病的参数值,获得了对应同相和异相模式的特征值表达式,并且表明系统的主导模式是同相模式。此外,对于广泛的耦合强度范围,异相模式的衰减比同相模式快得多。