Introduction to Optimal Control for Discrete Time Models with an Application to Disease Modeling

被引:0
|
作者
Ding, Wandi [1 ]
Lenhart, Suzanne [2 ]
机构
[1] Middle Tennessee State Univ, Dept Math Sci, Murfreesboro, TN 37132 USA
[2] Univ Tennessee, Dept Math, Knoxville, TN 37996 USA
基金
美国国家科学基金会;
关键词
D O I
暂无
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
This paper serves as an introduction to the theory of optimal control applied to systems of discrete time models with an emphasis on disease models. We outline the steps in solving such optimal control problems and discuss the necessary conditions. A simple disease example provides detailed methodology in charactering the optimal control through the use of Pontryagin's Maximum Principle. Numerical results are given to illustrate several cases.
引用
收藏
页码:109 / +
页数:3
相关论文
共 50 条
  • [21] Discrete-Time Optimal Control of Double Integrators and its Application in Maglev Train
    Zhang, Hehong
    Yu, Xinghuo
    Xie, Yanqing
    Xiao, Gaoxi
    Guo, Wenzhong
    Wang, Juan
    Long, Zhiqiang
    IEEJ JOURNAL OF INDUSTRY APPLICATIONS, 2022, 11 (02) : 236 - 244
  • [22] Exploiting homogeneity for the optimal control of discrete-time systems: application to value iteration
    Granzotto, Mathieu
    Postoyan, Romain
    Busoniu, Lucian
    Nesic, Dragan
    Daafouz, Jamal
    2021 60TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2021, : 6006 - 6011
  • [23] An approximate optimal control for discrete models: Its design
    M. Yu. Ukhin
    Automation and Remote Control, 2006, 67 : 1082 - 1092
  • [24] Towards Discrete Mechanics and Optimal Control for Complex Models
    Manns, Paul
    Mombaur, Katja
    IFAC PAPERSONLINE, 2017, 50 (01): : 4812 - 4818
  • [25] Optimal control of harvest timing in discrete population models
    Grey, Skylar
    Lenhart, Suzanne
    Hilker, Frank M.
    Franco, Daniel
    NATURAL RESOURCE MODELING, 2021, 34 (03)
  • [26] An approximate optimal control for discrete models: Its design
    Ukhin, M. Yu.
    AUTOMATION AND REMOTE CONTROL, 2006, 67 (07) : 1082 - 1092
  • [27] Modeling and Optimal Supervisory Control of Networked Discrete-Event Systems and Their Application in Traffic Management
    Hou, Yunfeng
    Shen, Yanni
    Li, Qingdu
    Ji, Yunfeng
    Li, Wei
    MATHEMATICS, 2023, 11 (01)
  • [28] MATHEMATICAL MODELING AND OPTIMAL CONTROL STRATEGY FOR A DISCRETE TIME MODEL OF COVID-19 VARIANTS
    Essounaini, Abdelhak
    Labzai, Abderrahim
    Laarabi, Hassan
    Rachik, Mostafa
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2022,
  • [29] THE OPTIMAL PROJECTION EQUATIONS FOR REDUCED-ORDER, DISCRETE-TIME MODELING, ESTIMATION, AND CONTROL
    BERNSTEIN, DS
    DAVIS, LD
    HYLAND, DC
    JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1986, 9 (03) : 288 - 293
  • [30] Discrete-time modeling and control of PMSM
    Navarrete, Antonio
    Rivera, Jorge
    Raygoza, Juan J.
    Ortega, Susana
    2011 IEEE ELECTRONICS, ROBOTICS AND AUTOMOTIVE MECHANICS CONFERENCE (CERMA 2011), 2011, : 258 - 263