Mathematical Modeling Covid-19 Wave Structure of Distribution

被引:0
|
作者
Molodetska, Kateryna [1 ]
Tymonin, Yuriy [1 ]
机构
[1] Polissia Natl Univ, Staryi Blvd 7, UA-10008 Zhytomyr, Ukraine
来源
IDDM 2020: PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON INFORMATICS & DATA-DRIVEN MEDICINE | 2020年 / 2753卷
关键词
Covid-19 propagation waves; mathematical modeling; data approximation; parametric analysis; epidemic waves;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For mathematical modeling of the spread of the Covid-19 epidemic, a wave structure, which represents a complex flow of epidemic events in the form of a set of simple epidemic flows (epidemic waves) is considered. To represent the wave structure we need to decompose a complex flow of epidemic events, given by statistics, into elementary flows. Mathematical models of the wave structure of the epidemic are represented by a set of elementary epidemic flows (waves) shifted along the time axis and different applications in the values of the parameters. Application of Covid-19 propagation waves allows not only to describe the basic concepts of the epidemic quantitatively but also build a reliable forecast of the spread of the epidemic. An important consequence of the Covid-19 wave pattern is the possibility of conducting a comparative parametric analysis of specific wave patterns of epidemic spread. Based on the results of the analysis we can assess the results of the epidemic control. The calculations of wave structures have been made for two European countries - Ukraine, Italy as well as the world leaders in the distribution of Covid-19 - the United States, Brazil and Russia.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Mathematical Modeling of COVID-19 and Prediction of Upcoming Wave
    Arti, M. K.
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2022, 16 (02) : 300 - 306
  • [2] Mathematical modeling and estimation for next wave of COVID-19 in Poland
    Arti, M. K.
    Wilinski, Antoni
    STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2022, 36 (09) : 2495 - 2501
  • [3] Mathematical modeling and estimation for next wave of COVID-19 in Poland
    M. K. Arti
    Antoni Wilinski
    Stochastic Environmental Research and Risk Assessment, 2022, 36 : 2495 - 2501
  • [4] Mathematical Modeling to Determine the Fifth Wave of COVID-19 in South Africa
    Sunthrayuth, Pongsakorn
    Khan, Muhammad Altaf
    Alshammari, Fehaid Salem
    BIOMED RESEARCH INTERNATIONAL, 2022, 2022
  • [5] ABOUT MATHEMATICAL MODELING OF COVID-19
    Krivorotko, Olga Igorevna
    Kabanikhin, Sergey Igorevich
    SIBERIAN ELECTRONIC MATHEMATICAL REPORTS-SIBIRSKIE ELEKTRONNYE MATEMATICHESKIE IZVESTIYA, 2023, 20 (02): : 1211 - 1268
  • [6] Mathematical modeling of the outbreak of COVID-19
    Arvind Kumar Sinha
    Nishant Namdev
    Pradeep Shende
    Network Modeling Analysis in Health Informatics and Bioinformatics, 2022, 11
  • [7] Mathematical modeling and control of Covid-19
    Ghasemabadi, Atena
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2024, 47 (12) : 10478 - 10489
  • [8] Mathematical modeling of the outbreak of COVID-19
    Sinha, Arvind Kumar
    Namdev, Nishant
    Shende, Pradeep
    NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS, 2022, 11 (01):
  • [9] Mathematical Modeling and Simulation of the COVID-19 Pandemic
    Baerwolff, Guenter
    SYSTEMS, 2020, 8 (03): : 1 - 12
  • [10] Mathematical Modeling for Spread and Control of COVID-19
    Yang B.
    Yu Z.
    Cai Y.
    Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2021, 55 (11): : 162 - 172