Optimal control of a dengue model with cross-immunity

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-07-05 DOI:10.1186/s13362-024-00150-z
Bernd Kugelmann, Roland Pulch
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Abstract

Mathematical modelling of a dengue epidemic with two serotypes including a temporary cross-immunity yields a nonlinear system consisting of ordinary differential equations (ODEs). We investigate an optimal control problem, where the integral of the infected humans is minimised within a time interval. The controls represent human actions to decrease the number of mosquitos in the model. An integral constraint is added, which takes a limitation on the sum of the human actions into account. On the one hand, we derive and apply a direct approach to solve the optimal control problem. Therein, a discretisation of the controls is constructed using spline interpolation in time. Consequently, a finite-dimensional constrained minimisation problem can be solved. On the other hand, we employ an indirect approach, where necessary conditions for an optimal solution are considered. This technique yields a multipoint boundary value problem of a larger system of ODEs including adjoint equations. We present results of numerical computations, where the two methods are compared.
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具有交叉免疫的登革热模型的优化控制
登革热疫情有两种血清型,其中包括暂时性交叉免疫,这种疫情的数学模型产生了一个由常微分方程(ODE)组成的非线性系统。我们研究了一个最优控制问题,即在一定时间间隔内受感染人类的积分最小化。控制表示人类减少模型中蚊子数量的行动。我们加入了一个积分约束,它考虑到了对人类行动总和的限制。一方面,我们推导并应用直接方法来解决最优控制问题。在此过程中,我们使用时间样条插值法对控制进行离散化处理。因此,可以求解有限维度的受限最小化问题。另一方面,我们采用了一种间接方法,即考虑最优解的必要条件。这种技术可以求解包括邻接方程在内的较大 ODEs 系统的多点边界值问题。我们介绍了数值计算的结果,并对两种方法进行了比较。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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