Impact of Temperature Variability on the Caputo Fractional Malaria Model

IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Dawit Kechine Menbiko, Chernet Tuge Deressa
{"title":"Impact of Temperature Variability on the Caputo Fractional Malaria Model","authors":"Dawit Kechine Menbiko,&nbsp;Chernet Tuge Deressa","doi":"10.1002/eng2.70065","DOIUrl":null,"url":null,"abstract":"<p>Malaria is one of the most common illnesses in the world. This paper aims to analyze the age-related characteristics of malaria in human hosts by exploring Caputo fractional-order models with temperature variability. The model is well-posed both mathematically and epidemiologically. According to the model, the likelihood of disease transmission and the rate of mosquito contact are important determinants of the disease's spread. The model's stability and steady states are investigated. To determine the fundamental reproduction number, the next-generation method is used. The endemic equilibrium is shown to be locally and globally asymptotically stable under the conditions for the stability of the equilibrium points, whenever the basic reproduction number is bigger than unity. The study examined the combined effects of fractional order and temperature variability on malaria dynamics. Nevertheless, we demonstrated that the endemic equilibrium point is unique. MATLAB was used to simulate Caputo fractional order with and without temperature variability and to apply the Adams–Bashforth–Moulton numerical approach. The model suggests that, in addition to any other strategy that lowers the incidence of malaria infection, efforts should be made to decrease mosquito populations and contact rates using chemical or biological therapies.</p>","PeriodicalId":72922,"journal":{"name":"Engineering reports : open access","volume":"7 3","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2025-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/eng2.70065","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Engineering reports : open access","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/eng2.70065","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

Malaria is one of the most common illnesses in the world. This paper aims to analyze the age-related characteristics of malaria in human hosts by exploring Caputo fractional-order models with temperature variability. The model is well-posed both mathematically and epidemiologically. According to the model, the likelihood of disease transmission and the rate of mosquito contact are important determinants of the disease's spread. The model's stability and steady states are investigated. To determine the fundamental reproduction number, the next-generation method is used. The endemic equilibrium is shown to be locally and globally asymptotically stable under the conditions for the stability of the equilibrium points, whenever the basic reproduction number is bigger than unity. The study examined the combined effects of fractional order and temperature variability on malaria dynamics. Nevertheless, we demonstrated that the endemic equilibrium point is unique. MATLAB was used to simulate Caputo fractional order with and without temperature variability and to apply the Adams–Bashforth–Moulton numerical approach. The model suggests that, in addition to any other strategy that lowers the incidence of malaria infection, efforts should be made to decrease mosquito populations and contact rates using chemical or biological therapies.

Abstract Image

疟疾是世界上最常见的疾病之一。本文旨在通过探索带有温度变化的卡普托分数阶模型,分析疟疾在人类宿主中与年龄相关的特征。该模型在数学和流行病学方面都有很好的假设。根据该模型,疾病传播的可能性和蚊虫接触率是疾病传播的重要决定因素。研究了模型的稳定性和稳态。为了确定基本繁殖数,采用了下一代方法。结果表明,在平衡点稳定的条件下,只要基本繁殖数大于一,地方病平衡点就会局部和全局渐近稳定。该研究考察了分数阶数和温度变化对疟疾动力学的综合影响。尽管如此,我们还是证明了地方病平衡点是唯一的。我们使用 MATLAB 模拟了有温度变化和无温度变化的卡普托分数阶,并应用了亚当斯-巴什福斯-莫尔顿数值方法。该模型表明,除了任何其他降低疟疾感染率的策略外,还应努力利用化学或生物疗法减少蚊子数量和接触率。
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
CiteScore
5.10
自引率
0.00%
发文量
0
审稿时长
19 weeks
×
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:481959085
Book学术官方微信