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一种控制狂犬病传播的控制理论方法。

A control theoretic approach to containing the spread of rabies.

作者信息

Evans N D, Pritchard A J

机构信息

School of Engineering, University of Warwick, Coventry, UK.

出版信息

IMA J Math Appl Med Biol. 2001 Mar;18(1):1-23.

Abstract

Many problems in medicine and biology involve some kind of spatial spread, and quite often the need to control it. A large proportion of medical and biological systems distinguish themselves from those found in engineering by the way the control acts. We illustrate this by considering the specific example of the spread of rabies among foxes. We first give a brief description of a model proposed by Murray et al. (Murray, J. D., Stanley, E. A. & Brown, D. L., Proc. R. Soc. Lond., B 229, 111-150 (1986)), which we extend to include the control mechanism. The problem is to prevent the spread of rabies by vaccinating foxes via the distribution of bait in a region around an observed outbreak. The extended model can be formulated as a nonlinear time-varying control system described by partial differential equations. In contrast to most engineering type control problems, the control does not continuously affect the system but only acts through the initial distributions. We briefly outline a general theory developed for dealing with such nonlinear systems by the use of a fixed point theorem. The problem and the theory are illustrated by some numerical simulations.

摘要

医学和生物学中的许多问题都涉及某种空间扩散,而且常常需要对其进行控制。很大一部分医学和生物系统在控制作用方式上有别于工程领域的系统。我们通过考虑狂犬病在狐狸中的传播这一具体例子来说明这一点。我们首先简要描述一下默里等人提出的一个模型(默里,J.D.,斯坦利,E.A.和布朗,D.L.,《英国皇家学会学报》,B辑229,111 - 150(1986年)),我们对其进行扩展以纳入控制机制。问题是通过在观察到疫情爆发的区域周围投放诱饵来给狐狸接种疫苗,从而防止狂犬病的传播。扩展后的模型可以表述为一个由偏微分方程描述的非线性时变控制系统。与大多数工程类型的控制问题不同,控制并非持续影响系统,而是仅通过初始分布起作用。我们简要概述一种利用不动点定理为处理此类非线性系统而发展的一般理论。通过一些数值模拟来说明该问题和理论。

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