Dynamical behaviors of a stochastic HIV/AIDS epidemic model with Ornstein-Uhlenbeck process

被引:0
作者
Shang, Jia-Xin [1 ]
Li, Wen-He [1 ,2 ]
机构
[1] Northeast Petr Univ, Sch Math & Stat, Daqing 163318, Peoples R China
[2] Northeast Petr Univ, Natl Key Lab Continental Shale Oil, Daqing 550001, Peoples R China
基金
中国国家自然科学基金;
关键词
HIV/AIDS; Ornstein-Uhlenbeck process; density function; stationary distribution; ENVIRONMENTAL VARIABILITY; AIDS; STABILITY; POPULATION; THRESHOLD;
D O I
10.1142/S1793524524500554
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
AIDS is a chronic infectious disease that has been having a major impact on human health and social stability. In this paper, based on the deterministic SIATR model, a stochastic SIATR model is developed to account for the spread of AIDS by introducing the Ornstein-Uhlenbeck process. First, the existence and uniqueness of the global positive solution of the model are investigated. Second, a threshold R-0(E) is set: when R-0(E) < 1, the disease will become extinct; when R-0(E )> 1, the disease will persist. Then, it is shown that there exists a stationary distribution for the model when R-0(E) > 1. On this basis, we derive the exact expression for the probability density function of the model in the neighborhood of the quasi-equilibrium state. Finally, the results of the previous proof are verified by several numerical simulations.
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页数:33
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共 34 条
[1]   The Effect of AIDS Peer Health Education on Knowledge, Attitudes, and Practices of Secondary School Students in Khartoum, Sudan [J].
Ali, Maha Hamad Mohammed ;
Osman, Osman Babiker ;
Ibrahim, Mohamed A. E. M. ;
Ahmed, Waled Amen Mohammed .
AIMS PUBLIC HEALTH, 2015, 2 (04) :718-726
[2]   ENVIRONMENTAL VARIABILITY AND MEAN-REVERTING PROCESSES [J].
Allen, Edward .
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2016, 21 (07) :2073-2089
[3]   The SEIQS stochastic epidemic model with external source of infection [J].
Amador, Julia .
APPLIED MATHEMATICAL MODELLING, 2016, 40 (19-20) :8352-8365
[4]   A fractional order HIV/AIDS epidemic model with Mittag-Leffler kernel [J].
Aslam, Muhammad ;
Murtaza, Rashid ;
Abdeljawad, Thabet ;
Rahman, Ghaus ur ;
Khan, Aziz ;
Khan, Hasib ;
Gulzar, Haseena .
ADVANCES IN DIFFERENCE EQUATIONS, 2021, 2021 (01)
[5]   The effect of AIDS on maternal mortality in Malawi and Zimbabwe [J].
Bicego, G ;
Boerma, JT ;
Ronsmans, C .
AIDS, 2002, 16 (07) :1078-1081
[6]   Stability analysis of an HIV/AIDS epidemic model with treatment [J].
Cai, Liming ;
Li, Xuezhi ;
Ghosh, Mini ;
Guo, Baozhu .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2009, 229 (01) :313-323
[7]   Environmental variability in a stochastic epidemic model [J].
Cai, Yongli ;
Jiao, Jianjun ;
Gui, Zhanji ;
Liu, Yuting ;
Wang, Weiming .
APPLIED MATHEMATICS AND COMPUTATION, 2018, 329 :210-226
[8]   THE EFFECT OF AIDS ON THE FAMILY SYSTEM [J].
CATES, JA ;
GRAHAM, LL ;
BOEGLIN, D ;
TIELKER, S .
FAMILIES IN SOCIETY-THE JOURNAL OF CONTEMPORARY HUMAN SERVICES, 1990, 71 (04) :195-201
[9]   The end of AIDS: HIV infection as a chronic disease [J].
Deeks, Steven G. ;
Lewin, Sharon R. ;
Havlir, Diane V. .
LANCET, 2013, 382 (9903) :1525-1533
[10]   A STOCHASTIC DIFFERENTIAL EQUATION SIS EPIDEMIC MODEL [J].
Gray, A. ;
Greenhalgh, D. ;
Hu, L. ;
Mao, X. ;
Pan, J. .
SIAM JOURNAL ON APPLIED MATHEMATICS, 2011, 71 (03) :876-902