Analysis of Vaccination Strategies and Epidemic Therapy in Heterogeneous Networks: The Monkey Pox Case

IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Complexity Pub Date : 2025-06-26 DOI:10.1155/cplx/3746855
Abdoulaye Sow, Cherif Diallo, Hocine Cherifi
{"title":"Analysis of Vaccination Strategies and Epidemic Therapy in Heterogeneous Networks: The Monkey Pox Case","authors":"Abdoulaye Sow,&nbsp;Cherif Diallo,&nbsp;Hocine Cherifi","doi":"10.1155/cplx/3746855","DOIUrl":null,"url":null,"abstract":"<div>\n <p>In this publication, we present a model that simulates the spread of monkeypox virus. The model takes into account the effect of interactions between human and rodent populations, as well as certain realistic factors such as the complex network with a heterogeneous mean field and certain disease control measures such as vaccination and disease therapy. Although vaccines do not offer total protection against the disease, they can reduce the transmission of monkeypox, which could help reduce the spread of the virus in a population, as our results show. So to develop efficient strategies for epidemic control and prevention, we studied global sensitivity analysis to determine the parameters most influential on disease spread. The existence and overall stability of the disease-free equilibrium are also discussed. The basic reproduction number <i>R</i><sub>0</sub> of the model is calculated. The results show that if <i>R</i><sub>0</sub> &lt; 1, the disease-free equilibrium of the model is globally asymptotically stable. In addition, the model’s key parameters are calculated using a least-mean-squares curve fit to the real data.</p>\n </div>","PeriodicalId":50653,"journal":{"name":"Complexity","volume":"2025 1","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2025-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/cplx/3746855","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Complexity","FirstCategoryId":"5","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1155/cplx/3746855","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

In this publication, we present a model that simulates the spread of monkeypox virus. The model takes into account the effect of interactions between human and rodent populations, as well as certain realistic factors such as the complex network with a heterogeneous mean field and certain disease control measures such as vaccination and disease therapy. Although vaccines do not offer total protection against the disease, they can reduce the transmission of monkeypox, which could help reduce the spread of the virus in a population, as our results show. So to develop efficient strategies for epidemic control and prevention, we studied global sensitivity analysis to determine the parameters most influential on disease spread. The existence and overall stability of the disease-free equilibrium are also discussed. The basic reproduction number R0 of the model is calculated. The results show that if R0 < 1, the disease-free equilibrium of the model is globally asymptotically stable. In addition, the model’s key parameters are calculated using a least-mean-squares curve fit to the real data.

异质网络中疫苗接种策略及流行病治疗分析:猴痘病例
在这篇文章中,我们提出了一个模拟猴痘病毒传播的模型。该模型考虑了人类和啮齿动物种群之间相互作用的影响,以及某些现实因素,如具有异质平均场的复杂网络和某些疾病控制措施,如疫苗接种和疾病治疗。正如我们的研究结果所显示的那样,尽管疫苗不能提供对这种疾病的全面保护,但它们可以减少猴痘的传播,这可能有助于减少病毒在人群中的传播。因此,为了制定有效的疫情控制和预防策略,我们研究了全局敏感性分析,以确定对疾病传播影响最大的参数。讨论了无病平衡的存在性和总体稳定性。计算了模型的基本复制数R0。结果表明,当R0 <;1、模型的无病平衡点是全局渐近稳定的。此外,利用拟合实际数据的最小均方曲线计算了模型的关键参数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Complexity
Complexity 综合性期刊-数学跨学科应用
CiteScore
5.80
自引率
4.30%
发文量
595
审稿时长
>12 weeks
期刊介绍: Complexity is a cross-disciplinary journal focusing on the rapidly expanding science of complex adaptive systems. The purpose of the journal is to advance the science of complexity. Articles may deal with such methodological themes as chaos, genetic algorithms, cellular automata, neural networks, and evolutionary game theory. Papers treating applications in any area of natural science or human endeavor are welcome, and especially encouraged are papers integrating conceptual themes and applications that cross traditional disciplinary boundaries. Complexity is not meant to serve as a forum for speculation and vague analogies between words like “chaos,” “self-organization,” and “emergence” that are often used in completely different ways in science and in daily life.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信