A highly accurate peak time formula of epidemic outbreak from the SIR model

被引:4
|
作者
Turkyilmazoglu, Mustafa [1 ]
机构
[1] Hacettepe Univ, Dept Math, TR-06532 Beytepe, Ankara, Turkiye
关键词
Peak time of an infection; SIR model; Pade approximant; Analytical formula; COVID-19;
D O I
10.1016/j.cjph.2023.05.009
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Forecasting the epidemic peak time right from the origination of a disease is vital to take over dynamical behaviour of its spread over time. The decision of isolation, social distance and lock down strategic progresses does all rely on an accurate prediction of the peak time so that reduction of the time of peak or of the infected size of population will be made possible. Therefore, recent efforts concentrated on deriving elaborative and analytically accessible expressions representing the peak time of the infected compartment from the classical SIR epidemic mathematical model. In this research paper, two closed-form formulae are introduced to yield a straightforward computation of peak time of an infectious disease with no restrictions on the SIR quantities. In addition to this, the calculations can be implemented on a usual calculator, without requiring the use of advanced mathematical functions, having provided the initial fractions of infected and susceptible populations as well as the recovery to infectious ratio. A comparison including the COVID-19 data is fulfilled with the very recent formulas available in the open literature. With the proposed new scalings, evaluation of the peak time is reduced only to two parameter space and the accuracy of the present formulas in reduced form is ultimately confirmed yielding an error of order of magnitude 10-4 valid for the complete regime of the set of SIR model parameters. Even in the case of an endemic, the past peak time of the illness can also be captured accurately by the given formulae. Two simple approximations in terms of usual geometric series are also provided. These can be safely used with a pocket calculator without sophisticated laboratory equipments.
引用
收藏
页码:39 / 50
页数:12
相关论文
共 50 条
  • [21] An optimal feedback control that minimizes the epidemic peak in the SIR model under a budget constraint
    Molina, Emilio
    Rapaport, Alain
    [J]. AUTOMATICA, 2022, 146
  • [22] The SIR epidemic model from a PDE point of view
    Chalub, Fabio A. C. C.
    Souza, Max O.
    [J]. MATHEMATICAL AND COMPUTER MODELLING, 2011, 53 (7-8) : 1568 - 1574
  • [23] Dynamics of a New SIR Epidemic Model With Time Delay and Vertical Transmission
    Tian, Yuan
    Chen, Lansun
    [J]. PROCEEDINGS OF THE 6TH CONFERENCE OF BIOMATHEMATICS, VOLS I AND II: ADVANCES ON BIOMATHEMATICS, 2008, : 786 - 792
  • [24] An SIR Epidemic Model with Time Delay and General Nonlinear Incidence Rate
    Li, Mingming
    Liu, Xianning
    [J]. ABSTRACT AND APPLIED ANALYSIS, 2014,
  • [25] Numerical Analysis of a Modified SIR Epidemic Model with the Effect of Time Delay
    Ali, Muhammad Asghar
    Rafiq, Muhammad
    Ahmad, Muhammad Ozair
    [J]. PUNJAB UNIVERSITY JOURNAL OF MATHEMATICS, 2019, 51 (01): : 79 - 90
  • [26] Delay-independent Stability of an SIR Epidemic Model with Time Delay
    Song, Mei
    Liu, Guangchen
    Li, Zhaohui
    Wu, Haiyan
    [J]. PROCEEDINGS OF THE 6TH CONFERENCE OF BIOMATHEMATICS, VOLS I AND II: ADVANCES ON BIOMATHEMATICS, 2008, : 389 - 392
  • [27] The long time behavior of DI SIR epidemic model with stochastic perturbation
    Jiang, Daqing
    Ji, Chunyan
    Shi, Ningzhong
    Yu, Jiajia
    [J]. JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2010, 372 (01) : 162 - 180
  • [28] Dynamics of a discretized SIR epidemic model with pulse vaccination and time delay
    Sekiguchi, Masaki
    Ishiwata, Emiko
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2011, 236 (06) : 997 - 1008
  • [29] BIFURCATION AND STABILITY ANALYSIS OF A DISCRETE TIME SIR EPIDEMIC MODEL WITH VACCINATION
    Gumus, Ozlem A. K.
    Selvam, A. George Maria
    Vianny, D. Abraham
    [J]. INTERNATIONAL JOURNAL OF ANALYSIS AND APPLICATIONS, 2019, 17 (05): : 809 - 820
  • [30] Pulse Vaccination Strategy in an SIR Epidemic Model with Distributed Time Delay
    Gao, Shujing
    Yan, Shuixian
    Zou, Qin
    [J]. PROCEEDINGS OF THE 6TH CONFERENCE OF BIOMATHEMATICS, VOLS I AND II: ADVANCES ON BIOMATHEMATICS, 2008, : 506 - 512