Asymptotic dynamics of deterministic and stochastic epidemic models with multiple pathogens

被引:0
|
作者
Allen, Linda J. S. [1 ]
Kirupaharan, Nadarajah
机构
[1] Texas Tech Univ, Dept Math & Stat, Lubbock, TX 79409 USA
[2] CUNY, Borough Manhattan Community Coll, Dept Math, New York, NY 10007 USA
关键词
epidemic model; multiple pathogens; stochastic differential equation; vertical transmission; cross immunity;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Emerging diseases in animals and plants have led to much research on questions of evolution and persistence of pathogens. In particular, there have been numerous investigations on the evolution of virulence and the dynamics of epidemic models with multiple pathogens. Multiple pathogens are involved in the spread of many human diseases including influenza, HIV-AIDS, malaria, dengue fever, and hantavirus pulmonary syndrome [9, 15, 16, 23, 24, 27]. Understanding the impact of these various pathogens on a population is particularly important for their prevention and control. W summarize some of the results that have appeared in the literature on multiple pathogen models. Then we study the dynamics of a deterministic and a stochastic susceptible-infected epidemic model with two pathogens, where the population is subdivided into susceptible individuals and individuals infected with pathogen j for j = 1,2. The deterministic model is a system of ordinary differential equations, where as the stochastic model is a system of stochastic differential equations. The models assume total cross immunity and vertical transmission. The conditions on the parameters for coexistence of two pathogens are summarized for the deterministic model. Then we compare the coexistence dynamics of the two models through numerical simulations. We show that the deterministic and stochastic epidemic models differ considerably in predicting coexistence of the two pathogens. The probability of coexistence in the stochastic epidemic model is very small. Stochastic variability results in extinction of at least one of the strains. Our results demonstrate the importance of understanding the dynamics of both the deterministic and stochastic epidemic models.
引用
收藏
页码:329 / 344
页数:16
相关论文
共 50 条
  • [31] Dynamics of the deterministic and stochastic SIQS epidemic model with non-linear incidence
    Zhang, Xiao-Bing
    Huo, Hai-Feng
    Xiang, Hong
    Meng, Xin-You
    APPLIED MATHEMATICS AND COMPUTATION, 2014, 243 : 546 - 558
  • [32] ASYMPTOTIC-BEHAVIOR IN A DETERMINISTIC EPIDEMIC MODEL
    HETHCOTE, HW
    BULLETIN OF MATHEMATICAL BIOLOGY, 1973, 35 (5-6) : 607 - 614
  • [33] Asymptotic and transient dynamics of SEIR epidemic models on weighted networks
    Tian, Canrong
    Liu, Zuhan
    Ruan, Shigui
    EUROPEAN JOURNAL OF APPLIED MATHEMATICS, 2023, 34 (02) : 238 - 261
  • [34] Solution of deterministic-stochastic epidemic models by dynamical Monte Carlo method
    Aiello, OE
    Haas, VJ
    daSilva, MAA
    Caliri, A
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2000, 282 (3-4) : 546 - 558
  • [35] Deterministic and Stochastic SIR Epidemic Models with Power Function Transmission and Recovery Rates
    Allen, L. J. S.
    Allen, E. J.
    MATHEMATICS OF CONTINUOUS AND DISCRETE DYNAMICAL SYSTEMS, 2014, 618 : 1 - 15
  • [36] THE ASYMPTOTIC EVOLUTION OF THE GENERAL STOCHASTIC EPIDEMIC
    Reinert, Gesine
    ANNALS OF APPLIED PROBABILITY, 1995, 5 (04): : 1061 - 1086
  • [37] Asymptotic behavior of stochastic multi-group epidemic models with distributed delays
    Liu, Qun
    Jiang, Daqing
    Shi, Ningzhong
    Hayat, Tasawar
    Alsaedi, Ahmed
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 467 : 527 - 541
  • [38] ASYMPTOTIC ANALYSIS OF A STOCHASTIC MODEL OF AN EPIDEMIC
    NAGAEV, AV
    STARTSEV, AN
    THEORY OF PROBILITY AND ITS APPLICATIONS,USSR, 1970, 15 (01): : 98 - &
  • [39] Infection-induced host extinction: Deterministic and stochastic models for environmentally transmitted pathogens☆
    Sun, Bei
    Gao, Daozhou
    Wang, Xueying
    Lou, Yijun
    MATHEMATICAL BIOSCIENCES, 2025, 380
  • [40] Stability analysis of multi-group deterministic and stochastic epidemic models with vaccination rate
    Wang Zhi-Gang
    Gao Rui-Mei
    Fan Xiao-Ming
    Han Qi-Xing
    CHINESE PHYSICS B, 2014, 23 (09)