具有扰动的登革热模型控制设计

Q2 Mathematics
Hanna Hilyati Aulia, R. Saragih, D. Handayani
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引用次数: 0

摘要

数学模型已成为预测和控制登革热动态的有用工具。在现实中,登革热传播动态会受到不确定性测量的干扰,因此需要在模型中考虑这种干扰。然后,利用由协方差矩阵和随机向量组成的增益矩阵,构造具有扰动的登革热模型。由于登革热疫苗一直是减少大流行的挑战,因此构建了以疫苗接种为控制的登革热模型。目的是提出一种能够减少感染人(H2控制问题)和不确定性测量(H∞控制问题)的反馈控制器。控制u表示在时刻t决定接种疫苗的易感人群比例。由于疫苗仍处于研制阶段,因此选择了具有警戒免疫的随机大规模疫苗接种。采用状态相关Riccati方程(SDRE)方法设计H2 - H∞混合控制。SDRE将系统转化为状态相关系数(State-dependent coefficient, SDC)形式,是解决综合非线性反馈控制器的有效方法。通过将混合方案与基本H∞方案进行比较,数值仿真表明,该控制应用有效地减少了感染人数,减小了干扰。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Control Design for Dengue Fever Model with Disturbance
A mathematical model has become a useful tool to predict and control dengue fever dynamics. In reality, the dynamic of dengue fever transmission can be disturbed by uncertainty measurements, so it is needed to consider the disturbance in the model. Then, dengue fever model with disturbance is constructed by using a gain matrix consisting a covariance matrix and random vector. As dengue vaccine has been challenging to reduce the pandemic, a dengue model with vaccination as control is constructed. The aim is to propose a feedback controller that can reduces the infected human (H2 control problem) and the uncertainty measurements (H∞ control problem). The control u denotes the proportion of susceptible humans that one decides to vaccinate at time t. A random mass vaccination with wanning immunity is chosen because vaccine still on development process. A Design of mixed H2 - H∞ control with State-dependent Riccati Equation (SDRE) approach is applied. The SDRE has been an effective method to solve for synthesizing nonlinear feedback controller by transforming the system to an State-dependent coefficient (SDC) form. By comparing the mixed scheme with basic H∞, numerical simulation shows that the control application effectively decreases the number of infected humans and reduces the disturbance.
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来源期刊
Communication in Biomathematical Sciences
Communication in Biomathematical Sciences Biochemistry, Genetics and Molecular Biology-Biochemistry, Genetics and Molecular Biology (miscellaneous)
CiteScore
3.60
自引率
0.00%
发文量
7
审稿时长
24 weeks
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