印度女性 HPV 感染与宫颈癌随机扰动流行模型研究

IF 4.4 2区 数学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Mathematics and Computers in Simulation Pub Date : 2024-09-19 DOI:10.1016/j.matcom.2024.09.008
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引用次数: 0

摘要

本研究引入了一个新的随机 SICR(易感者、感染者、宫颈癌患者和康复者)模型,以说明人乳头瘤病毒(HPV)的感染动态及其对印度女性宫颈癌的影响。我们证明了唯一的正全局解的存在,该解确保了随机有界性和持久性。此外,通过随机消亡参数 R0e 确定了 HPV 消亡的充分条件,表明如果 R0e<1 ,感染就会消亡。相反,当随机阈值 R0s>1 时,利用适当选择的 Lyapunov 函数,通过解的遍历静态分布的存在性和唯一性确定了 HPV 的持久性。此外,印度 2016 年至 2020 年的宫颈癌病例数据也被拟合到模型中,从而提供了适合该地区的参数值。使用正保留截断欧拉-马鲁山方法验证了理论研究结果。此外,根据模型预测和关键参数的敏感性,为印度提出了有效的控制策略。
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A study of stochastically perturbed epidemic model of HPV infection and cervical cancer in Indian female population
This study introduces a novel stochastic SICR (susceptible, infected, cervical cancer and recovered) model to illustrate HPV (Human papillomavirus) infection dynamics and its impact on cervical cancer in the female population of India. We prove the existence of a unique positive global solution that ensures stochastic boundedness and permanence. Moreover, sufficient conditions for HPV extinction are established through the stochastic extinction parameter R0e, indicating that the infection will die out if R0e<1. Conversely, the persistence of HPV is established by the existence and uniqueness of an ergodic stationary distribution of the solution when the stochastic threshold R0s>1, using the suitable selection of Lyapunov functions. Furthermore, data on cervical cancer cases in India from 2016 to 2020 is fitted to the model, providing parameter values suitable for the region. The theoretical findings are validated using the Positive-Preserving Truncated Euler–Maruyama method. Additionally, effective control strategies for India are suggested based on model predictions and sensitivity of key parameters.
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来源期刊
Mathematics and Computers in Simulation
Mathematics and Computers in Simulation 数学-计算机:跨学科应用
CiteScore
8.90
自引率
4.30%
发文量
335
审稿时长
54 days
期刊介绍: The aim of the journal is to provide an international forum for the dissemination of up-to-date information in the fields of the mathematics and computers, in particular (but not exclusively) as they apply to the dynamics of systems, their simulation and scientific computation in general. Published material ranges from short, concise research papers to more general tutorial articles. Mathematics and Computers in Simulation, published monthly, is the official organ of IMACS, the International Association for Mathematics and Computers in Simulation (Formerly AICA). This Association, founded in 1955 and legally incorporated in 1956 is a member of FIACC (the Five International Associations Coordinating Committee), together with IFIP, IFAV, IFORS and IMEKO. Topics covered by the journal include mathematical tools in: •The foundations of systems modelling •Numerical analysis and the development of algorithms for simulation They also include considerations about computer hardware for simulation and about special software and compilers. The journal also publishes articles concerned with specific applications of modelling and simulation in science and engineering, with relevant applied mathematics, the general philosophy of systems simulation, and their impact on disciplinary and interdisciplinary research. The journal includes a Book Review section -- and a "News on IMACS" section that contains a Calendar of future Conferences/Events and other information about the Association.
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