{"title":"A control theoretic approach to containing the spread of rabies.","authors":"N. Evans, A. Pritchard","doi":"10.1093/IMAMMB/18.1.1","DOIUrl":null,"url":null,"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.","PeriodicalId":77168,"journal":{"name":"IMA journal of mathematics applied in medicine and biology","volume":"18 1 1","pages":"1-23"},"PeriodicalIF":0.0000,"publicationDate":"2001-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1093/IMAMMB/18.1.1","citationCount":"22","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IMA journal of mathematics applied in medicine and biology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/IMAMMB/18.1.1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 22
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.
医学和生物学中的许多问题都涉及某种形式的空间扩散,而且往往需要控制它。很大一部分医学和生物系统与工程系统的区别在于控制行为的方式。我们通过考虑狂犬病在狐狸中传播的具体例子来说明这一点。我们首先简要描述Murray等人提出的模型(Murray, j.d., Stanley, e.a. & Brown, d.l., Proc. R. Soc)。Lond。, B 229, 111-150(1986)),我们将其扩展到包括控制机制。问题是通过在观察到的疫情爆发地区分发诱饵,给狐狸接种疫苗,以防止狂犬病的传播。扩展模型可以表示为用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相反,控制不是持续地影响系统,而只是通过初始分布起作用。我们简要地概述了用不动点定理处理这类非线性系统的一般理论。通过数值模拟对问题和理论进行了说明。