对一类猴痘模型的最优控制
Optimal Control of One Kind of Mpox Model
DOI: 10.12677/aam.2025.146339, PDF,   
作者: 刘蓓燕:兰州理工大学理学院,甘肃 兰州
关键词: 垂直传播疫苗最优控制Vertical Transmission Vaccination Optimal Control
摘要: 作为一类以动物宿主接触及性传播为主要途径的病毒性传染病,猴痘在2022~2023年全球范围内呈现出突发性与快速传播特征。本研究聚焦于无动物宿主输入的国家中,女性与男性患者感染特征的异质性,进而构建性别分组的SEIR动力学模型以解析病毒传播动态。通过引入庞特里亚金极大值原理(Pontryagin’s maximum principle),系统推导了模型的最优控制策略。基于美国疫情数据的参数化数值模拟表明,干预措施需优先针对高风险人群——尤其是男性群体,且疫苗早期覆盖率对疫情控制具有显著敏感性。研究结果为政府防控策略提供了理论依据,强调在疫情初期即需优化男性群体疫苗接种优先级,以有效抑制传播链。
Abstract: As a viral infectious disease primarily transmitted through animal-to-human contact and sexual transmission, monkeypox exhibited sudden and rapid global spread characteristics during 2022~2023. This study focuses on the heterogeneity of infection characteristics between female and male patients in countries without animal host introduction and subsequently constructs a gender-stratified SEIR dynamic model to analyze the transmission dynamics of the virus. By applying Pontryagin’s maximum principle, the study systematically derives the model’s optimal control strategies. Parameterized numerical simulations based on U.S. outbreak data indicate that intervention measures should prioritize high-risk populations—particularly the male group—and that early vaccine coverage rates are highly sensitive in controlling the epidemic. The findings provide theoretical support for government prevention and control policies, emphasizing the need to optimize vaccine prioritization for the male population in the early stage of the epidemic to effectively curb transmission chains.
文章引用:刘蓓燕. 对一类猴痘模型的最优控制[J]. 应用数学进展, 2025, 14(6): 510-522. https://doi.org/10.12677/aam.2025.146339

参考文献

[1] WHO (2023) Multi-Country Outbreak of Mpox.
https://worldhealthorg.shinyapps.io/mpx_global/
[2] de Clercq, E., Jiang, Y. and Li, G. (2023) Therapeutic Strategies for Human Poxvirus Infections: Monkeypox (Mpox), Smallpox, Molluscipox, and Orf. Travel Medicine and Infectious Disease, 52, Article 102528. [Google Scholar] [CrossRef] [PubMed]
[3] Howerton, E., Dahlin, K., Edholm, C.J., Fox, L., Reynolds, M., Hollingsworth, B., et al. (2023) The Effect of Governance Structures on Optimal Control of Two-Patch Epidemic Models. Journal of Mathematical Biology, 87, Article No. 74. [Google Scholar] [CrossRef] [PubMed]
[4] Karagoz, A., Tombuloglu, H., Alsaeed, M., Tombuloglu, G., AlRubaish, A.A., Mahmoud, A., et al. (2023) Monkeypox (Mpox) Virus: Classification, Origin, Transmission, Genome Organization, Antiviral Drugs, and Molecular Diagnosis. Journal of Infection and Public Health, 16, 531-541. [Google Scholar] [CrossRef] [PubMed]
[5] Nguyen, P., Ajisegiri, W.S., Costantino, V., Chughtai, A.A. and MacIntyre, C.R. (2021) Reemergence of Human Monkeypox and Declining Population Immunity in the Context of Urbanization, Nigeria, 2017-2020. Emerging Infectious Diseases, 27, 1007-1014. [Google Scholar] [CrossRef
[6] Suvvari, T.K., Sandeep, M., Kumar, J., Satapathy, P., Chenchula, S., Gandhi, A.P., et al. (2023) A Meta-Analysis and Mapping of Global Mpox Infection among Children and Adolescents. Reviews in Medical Virology, 33, e2472. [Google Scholar] [CrossRef] [PubMed]
[7] Velázquez-Cervantes, M.A., Ulloa-Aguilar, J.M. and León-Juárez, M. (2023) La viruela del mono y el embarazo: Una enfermedad olvidada y su impacto en la salud perinatal. Revista Clínica Española, 223, 32-39. [Google Scholar] [CrossRef] [PubMed]
[8] Pattiyakumbura, T.T., Ruwan, D.V.R.G., Munasinghe, J.M., Chathuranga, G.D.D. and Abeynayake, J.I. (2023) The First Laboratory-Confirmed Neonatal Mpox Infection in Sri Lanka. Infectious Medicine, 2, 237-240. [Google Scholar] [CrossRef] [PubMed]
[9] Li, S., Samreen Ullah, S., AlQahtani, S.A., Tag, S.M. and Akgül, A. (2023) Mathematical Assessment of Monkeypox with Asymptomatic Infection: Prediction and Optimal Control Analysis with Real Data Application. Results in Physics, 51, Article 106726. [Google Scholar] [CrossRef
[10] Zhang, X., Mandal, S., Mohammed, H., Turner, C., Florence, I., Walker, J., et al. (2024) A Mathematical Modelling Study. The Lancet Infectious Diseases, 24, 65-74. [Google Scholar] [CrossRef] [PubMed]
[11] Silva, S.J.R.D., Kohl, A., Pena, L. and Pardee, K. (2023) Clinical and Laboratory Diagnosis of Monkeypox (Mpox): Current Status and Future Directions. I Science, 26, Article 106759. [Google Scholar] [CrossRef] [PubMed]
[12] Owens, L.E., Currie, D.W., Kramarow, E.A., Siddique, S., Swanson, M., Carter, R.J., et al. (2023) JYNNEOS Vaccination Coverage among Persons at Risk for Mpox—United States, May 22, 2022-January 31, 2023. Morbidity and Mortality Weekly Report, 72, 342-347. [Google Scholar] [CrossRef] [PubMed]
[13] Bhunu, C.P. and Mushayabasa, S. (2011) Modelling the Transmission Dynamics of Pox-Like Infections. International Journal of Applied Mathematics, 41, 141-149.
[14] Bhunu, C.P., Mushayabasa, S. and Hyman, J.M. (2012) Modelling HIV/AIDS and Monkeypox Co-Infection. Applied Mathematics and Computation, 218, 9504-9518. [Google Scholar] [CrossRef] [PubMed]
[15] Usman, S. and Isa Adamu, I. (2017) Modeling the Transmission Dynamics of the Monkeypox Virus Infection with Treatment and Vaccination Interventions. Journal of Applied Mathematics and Physics, 5, 2335-2353. [Google Scholar] [CrossRef
[16] Emeka, P.C., Ounorah, O.M., Eguda, F.Y., et al. (2018) Mathematical Model for Monkeypox Virus Transmission Dynamics. Epidemiology: Open Access, 8, Article 348.
[17] Peter, O.J., Oguntolu, F.A., Ojo, M.M., Olayinka Oyeniyi, A., Jan, R. and Khan, I. (2022) Fractional Order Mathematical Model of Monkeypox Transmission Dynamics. Physica Scripta, 97, Article 084005. [Google Scholar] [CrossRef
[18] Yang, S., Guo, X., Zhao, Z., Abudunaibi, B., Zhao, Y., Rui, J., et al. (2023) Possibility of Mpox Viral Transmission and Control from High-Risk to the General Population: A Modeling Study. BMC Infectious Diseases, 23, Article No. 119. [Google Scholar] [CrossRef] [PubMed]
[19] Batiha, I.M., Abubaker, A.A., Jebril, I.H., Al-Shaikh, S.B., Matarneh, K. and Almuzini, M. (2023) A Mathematical Study on a Fractional-Order SEIR Mpox Model: Analysis and Vaccination Influence. Algorithms, 16, Article 418. [Google Scholar] [CrossRef
[20] Al-Shomrani, M.M., Musa, S.S. and Yusuf, A. (2023) Unfolding the Transmission Dynamics of Monkeypox Virus: An Epidemiological Modelling Analysis. Mathematics, 11, Article 1121. [Google Scholar] [CrossRef
[21] Collins, O.C. and Duffy, K.J. (2023) Dynamics and Control of Mpox Disease Using Two Modelling Approaches. Modeling Earth Systems and Environment, 10, 1657-1669. [Google Scholar] [CrossRef
[22] Peter, O.J., Kumar, S., Kumari, N., Oguntolu, F.A., Oshinubi, K. and Musa, R. (2021) Transmission Dynamics of Monkeypox Virus: A Mathematical Modelling Approach. Modeling Earth Systems and Environment, 8, 3423-3434. [Google Scholar] [CrossRef] [PubMed]
[23] Agusto, F.B., Bewick, S. and Fagan, W.F. (2017) Mathematical Model of Zika Virus with Vertical Transmission. Infectious Disease Modelling, 2, 244-267. [Google Scholar] [CrossRef] [PubMed]