利用数学建模方法揭示早期认知策略对吸毒上瘾动态的重要性。

IF 2.7 2区 数学 Q1 MATHEMATICS, APPLIED Chaos Pub Date : 2024-08-01 DOI:10.1063/5.0203892
James Andrawus, Aliyu Iliyasu Muhammad, Ballah Akawu Denue, Habu Abdul, Abdullahi Yusuf, Soheil Salahshour
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引用次数: 0

摘要

毒品是能够改变人的身体和精神功能的任何物质。本文采用了一个确定性非线性模型来研究药物滥用和成瘾的行为,并结合了宣传和康复形式的干预措施。在数学分析部分,确定了解的实在性和有界性以及毒品平衡点的存在,这表明该模型由两个平衡点组成:无毒品平衡点和毒品流行平衡点。研究发现,如果有效繁殖数小于或等于 1(Rc≤1),无药物平衡点在全局和局部上都是渐近稳定的。此外,我们还证明了当 Rc>1 时存在唯一的药物流行平衡。利用 Go-Volterra 型非线性 Lyapunov 函数确定了药物流行平衡点的全局渐近稳定性,结果表明,如果有效繁殖数大于一,且不存在亡羊补牢的个体回归率(即 ω=0),则药物流行平衡点是全局渐近稳定的。此外,还提出了一个最优控制问题,以研究利用控制变量遏制该行为蔓延的最优策略。控制变量是对公开和秘密上瘾者的大规模宣传和康复干预。最优控制模拟结果表明,大规模宣传控制是控制社会中吸毒现象的最佳方法。在敏感性分析部分,公开接触者的比例是一个必须敏感的参数,可以减少繁殖数量,而有效接触率则是一个必须敏感的参数,可以增加繁殖数量。数值模拟显示,公开暴露者的知晓率和公开成瘾者的康复率是控制社会中吸毒成瘾现象的非常重要的参数。
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Unraveling the importance of early awareness strategy on the dynamics of drug addiction using mathematical modeling approach.

A drug is any substance capable of altering the functioning of a person's body and mind. In this paper, a deterministic nonlinear model was adapted to investigate the behavior of drug abuse and addiction that incorporates intervention in the form of awareness and rehabilitation. In the mathematical analysis part, the positivity and boundedness of the solution and the existence of drug equilibria have been ascertained, which shows that the model consists of two equilibria: a drug-free equilibrium and a drug endemic equilibrium point. The drug-free equilibrium was found to be both globally and locally asymptotically stable if the effective reproduction number is less than or equal to one (Rc≤1). Furthermore, we were able to show the existence of a unique drug endemic equilibrium whenever Rc>1. Global asymptotic stability of a drug endemic equilibrium point has been ascertained using a nonlinear Lyapunov function of Go-Volterra type, which reveals that the drug endemic equilibrium point is globally asymptotically stable if an effective reproduction number is greater than unity and if there is an absence of a reversion rate of mended individuals (i.e., ω=0). In addition, an optimal control problem was formulated to investigate the optimal strategy for curtailing the spread of the behavior using control variables. The control variables are massive awareness and rehabilitation intervention of both public and secret addicted individuals. The optimal control simulation shows that massive awareness control is the best to control drug addiction in a society. In sensitivity analysis section, the proportion of those who are exposed publicly shows to be a must sensitive parameter that can reduce the reproduction number, and the effective contact rate shows to be a must sensitive parameter to increase the reproduction number. Numerical simulations reveal that the awareness rate of exposed publicly and the rehabilitation rate of addicted publicly are very important parameters to control drug addiction in a society.

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来源期刊
Chaos
Chaos 物理-物理:数学物理
CiteScore
5.20
自引率
13.80%
发文量
448
审稿时长
2.3 months
期刊介绍: Chaos: An Interdisciplinary Journal of Nonlinear Science is a peer-reviewed journal devoted to increasing the understanding of nonlinear phenomena and describing the manifestations in a manner comprehensible to researchers from a broad spectrum of disciplines.
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