A fractional modeling approach for the transmission dynamics of measles with double-dose vaccination.

IF 1.7 4区 医学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Muhammad Farhan, Zahir Shah, Rashid Jan, Saeed Islam, Mansoor H Alshehri, Zhi Ling
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引用次数: 0

Abstract

Measles, a member of the Paramyxoviridae family and the Morbillivirus genus, is an infectious disease caused by the measles virus that is extremely contagious and can be prevented through vaccination. When a person with the measles coughs or sneezes, the virus is disseminated by respiratory droplets. Normally, the appearance of measles symptoms takes 10-14 d following viral exposure. Conjunctivitis, a high temperature, a cough, a runny nose, and a distinctive rash are some of the symptoms. Despite the measles vaccination being available, it is still widespread worldwide. To eradicate measles, the Reproduction Number (i.e. R0<1) must remain less than unity. This study examines a SEIVR compartmental model in the caputo sense using a double dose of vaccine to simulate the measles outbreak. The reproduction number R0 and model properties are both thoroughly examined. Both the local and global stabilities of the proposed model are determined for R0 less and greater than 1. To achieve the model's global stability, the Lyapunov function is used while the existence and uniqueness of the proposed model are demonstrated In addition to the calculated and fitted biological parameters, the forward sensitivity indices for R0 are also obtained. Simulations of the proposed fractional order (FO) caputo model are performed in order to analyse their graphical representations and the significance of FO derivatives to illustrate how our theoretical findings have an impact. The graphical results show that the measles outbreak is reduced by increasing vaccine dosage rates.

双剂量接种麻疹传播动态的分数模型方法。
麻疹是由麻疹病毒引起的传染性疾病,属于副黏液病毒科和巴比伦病毒属,传染性极强,可通过接种疫苗预防。麻疹患者咳嗽或打喷嚏时,病毒通过呼吸道飞沫传播。通常,麻疹症状在病毒暴露后 10-14 天出现。症状包括结膜炎、高烧、咳嗽、流鼻涕和明显的皮疹。尽管可以接种麻疹疫苗,但麻疹仍在全球广泛流行。要根除麻疹,繁殖数(即 R01)必须保持小于一。本研究采用卡普托意义上的 SEIVR 区室模型,使用双剂量疫苗模拟麻疹爆发。对繁殖数 R0 和模型特性都进行了深入研究。为了实现模型的全局稳定性,使用了 Lyapunov 函数,同时证明了所提模型的存在性和唯一性。对提出的分数阶卡普托模型进行了模拟,以分析其图形表示和分数阶导数的意义,从而说明我们的理论发现如何产生影响。图形结果表明,提高疫苗剂量率可减少麻疹的爆发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.10
自引率
6.20%
发文量
179
审稿时长
4-8 weeks
期刊介绍: The primary aims of Computer Methods in Biomechanics and Biomedical Engineering are to provide a means of communicating the advances being made in the areas of biomechanics and biomedical engineering and to stimulate interest in the continually emerging computer based technologies which are being applied in these multidisciplinary subjects. Computer Methods in Biomechanics and Biomedical Engineering will also provide a focus for the importance of integrating the disciplines of engineering with medical technology and clinical expertise. Such integration will have a major impact on health care in the future.
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