A Note on Infectious Disease Control using Markov Decision Processes

被引：0
|
作者：
Maeda Y. [1 ]
机构：
[1] School of Regional Innovation and Social Design Engineering, Kitami Institute of Technology, 165, Koen-cho, Hokkaido, Kitami
来源：
IEEJ Transactions on Electronics, Information and Systems | 2022年 / 142卷 / 03期
关键词：
budget; infectious disease control; Markov decision process; objective state; probability of staying;
D O I：
10.1541/ieejeiss.142.339
中图分类号：
学科分类号：
摘要：
In this research Markov decision process is applied to infectious disease control. A new infectious disease control method which maximizes the probability of staying in objective states under a limited budget is proposed. The effectiveness of the proposed method is shown by some computational examples. © 2022 The Institute of Electrical Engineers of Japan.
引用
收藏
页码：339 / 340
页数：1
相关论文
共 50 条
  • [21] Using Markov Decision Processes to Solve Stochastic Gate Assignment Problem
    Aoun, Oussama
    El Afia, Abdellatif
    PROCEEDINGS OF 2014 2ND IEEE INTERNATIONAL CONFERENCE ON LOGISTICS AND OPERATIONS MANAGEMENT (GOL 2014), 2014, : 42 - 47
  • [22] Semantic-based topic detection using Markov decision processes
    Chen, Qian
    Guo, Xin
    Bai, Hexiang
    NEUROCOMPUTING, 2017, 242 : 40 - 50
  • [23] Nearly optimal control of singularly perturbed Markov decision processes in discrete time
    Liu, RH
    Zhang, Q
    Yin, G
    APPLIED MATHEMATICS AND OPTIMIZATION, 2001, 44 (02): : 105 - 129
  • [24] Approximate stochastic annealing for online control of infinite horizon Markov decision processes
    Hu, Jiaqiao
    Chang, Hyeong Soo
    AUTOMATICA, 2012, 48 (09) : 2182 - 2188
  • [25] Duality between large deviation control and risk-sensitive control for Markov decision processes
    Dai, Yanan
    Chen, Jinwen
    SYSTEMS & CONTROL LETTERS, 2023, 174
  • [26] A Scalable Optimization Framework for Storage Backup Operations using Markov Decision Processes
    Xia, Ruofan
    Machida, Fumio
    Trivedi, Kishor
    2015 IEEE 21ST PACIFIC RIM INTERNATIONAL SYMPOSIUM ON DEPENDABLE COMPUTING (PRDC), 2015, : 169 - 178
  • [27] Learning attack mechanisms in Wireless Sensor Networks using Markov Decision Processes
    Parras, Juan
    Zazo, Santiago
    EXPERT SYSTEMS WITH APPLICATIONS, 2019, 122 : 376 - 387
  • [28] A reinforcement learning approach using Markov decision processes for battery energy storage control within a smart contract framework
    Jonban, Mansour Selseleh
    Romeral, Luis
    Marzband, Mousa
    Abusorrah, Abdullah
    JOURNAL OF ENERGY STORAGE, 2024, 86
  • [29] Markov decision processes under observability constraints
    Serin, Y
    Kulkarni, V
    MATHEMATICAL METHODS OF OPERATIONS RESEARCH, 2005, 61 (02) : 311 - 328
  • [30] Decision roll and horizon roll processes in infinite horizon discounted Markov decision processes
    White, DJ
    MANAGEMENT SCIENCE, 1996, 42 (01) : 37 - 50
12345