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基于大数据平台的新型冠状病毒肺炎传播的分数模型分析

Fractional model analysis of COVID-19 spread based on big data platform.

作者信息

Li Yanfang, Liu Xianghu

机构信息

Department of Arts and Sciences, Suqian College, Jiangsu, Suqian 223800, PR China.

St. Paul University, Tuguegarao city, Cagayan valley 3500, Philippines.

出版信息

Heliyon. 2023 Jan 20;9(1):e12670. doi: 10.1016/j.heliyon.2022.e12670. eCollection 2023 Jan.

Abstract

Based on the data of COVID-19, this paper establishes the FCSEIR model for the spread through data analysis and designs the related simulation software. Using the data from Shanghai, the spread of the virus was simulated and predicted, and the process from outbreak to control of this infectious disease was better analyzed.

摘要

基于新冠肺炎的数据,本文通过数据分析建立了用于传播的FCSEIR模型,并设计了相关模拟软件。利用上海的数据,对病毒传播进行了模拟和预测,较好地分析了这种传染病从爆发到控制的过程。

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本文引用的文献

1
On fractal-fractional Covid-19 mathematical model.
Chaos Solitons Fractals. 2022 Apr;157:111937. doi: 10.1016/j.chaos.2022.111937. Epub 2022 Feb 25.
2
Nonlinear growth and mathematical modelling of COVID-19 in some African countries with the Atangana-Baleanu fractional derivative.
Commun Nonlinear Sci Numer Simul. 2022 Feb;105:106076. doi: 10.1016/j.cnsns.2021.106076. Epub 2021 Oct 19.
3
A fractional-order model for COVID-19 and tuberculosis co-infection using Atangana-Baleanu derivative.
Chaos Solitons Fractals. 2021 Dec;153:111486. doi: 10.1016/j.chaos.2021.111486. Epub 2021 Oct 9.
4
Fractional model for the spread of COVID-19 subject to government intervention and public perception.
Appl Math Model. 2021 Jul;95:89-105. doi: 10.1016/j.apm.2021.02.006. Epub 2021 Feb 17.
6
A mathematical model for COVID-19 transmission by using the Caputo fractional derivative.
Chaos Solitons Fractals. 2020 Nov;140:110107. doi: 10.1016/j.chaos.2020.110107. Epub 2020 Jul 11.
7
Fractional Order Model for the Role of Mild Cases in the Transmission of COVID-19.
Chaos Solitons Fractals. 2021 Jan;142:110374. doi: 10.1016/j.chaos.2020.110374. Epub 2020 Oct 20.
8
SEIR epidemic model for COVID-19 transmission by Caputo derivative of fractional order.
Adv Differ Equ. 2020;2020(1):490. doi: 10.1186/s13662-020-02952-y. Epub 2020 Sep 14.

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