Unraveling the importance of early awareness strategy on the dynamics of drug addiction using mathematical modeling approach

平衡点 上瘾 李雅普诺夫函数 稳定性理论 药品 指数稳定性 干预(咨询) 非线性系统 控制(管理) 计算机科学 数理经济学 控制理论(社会学) 数学 数学优化 心理学 精神科 物理 人工智能 量子力学
作者
James Andrawus,Aziz Muhammad,Ballah Akawu Denue,Habu Abdul,Abdullahi Yusuf,Soheil Salahshour
出处
期刊:Chaos [American Institute of Physics]
卷期号:34 (8)
标识
DOI:10.1063/5.0203892
摘要

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.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
乐观期待发布了新的文献求助30
刚刚
小蘑菇应助Ricardo采纳,获得10
刚刚
抓恐龙发布了新的文献求助10
刚刚
1秒前
123完成签到,获得积分20
1秒前
2秒前
合适的半青应助靓丽涵易采纳,获得10
2秒前
xuan完成签到,获得积分10
2秒前
2秒前
zhl完成签到,获得积分10
3秒前
大模型应助轻松的雨旋采纳,获得10
3秒前
zhu完成签到,获得积分10
3秒前
ZeroL完成签到 ,获得积分0
3秒前
4秒前
4秒前
Rocky完成签到,获得积分10
4秒前
123发布了新的文献求助10
4秒前
4秒前
有一瓶完成签到,获得积分10
5秒前
称心砖头完成签到,获得积分10
5秒前
汉堡包应助小T儿采纳,获得10
6秒前
狂野书文完成签到,获得积分10
6秒前
爱静静应助otaro采纳,获得40
6秒前
camera发布了新的文献求助10
6秒前
7秒前
7秒前
Hu发布了新的文献求助10
7秒前
iu发布了新的文献求助10
7秒前
好了完成签到,获得积分10
8秒前
8秒前
怡然雨雪完成签到,获得积分10
8秒前
8秒前
科研通AI5应助李唯佳采纳,获得10
8秒前
万能图书馆应助祝雲采纳,获得10
8秒前
我爱学习完成签到 ,获得积分10
9秒前
111完成签到,获得积分10
9秒前
可乐要加冰完成签到,获得积分10
9秒前
深情安青应助郑开司09采纳,获得10
10秒前
娜行发布了新的文献求助10
10秒前
高分求助中
Continuum Thermodynamics and Material Modelling 3000
Production Logging: Theoretical and Interpretive Elements 2700
Social media impact on athlete mental health: #RealityCheck 1020
Ensartinib (Ensacove) for Non-Small Cell Lung Cancer 1000
Unseen Mendieta: The Unpublished Works of Ana Mendieta 1000
Bacterial collagenases and their clinical applications 800
El viaje de una vida: Memorias de María Lecea 800
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 量子力学 光电子学 冶金
热门帖子
关注 科研通微信公众号,转发送积分 3527304
求助须知:如何正确求助?哪些是违规求助? 3107454
关于积分的说明 9285518
捐赠科研通 2805269
什么是DOI,文献DOI怎么找? 1539827
邀请新用户注册赠送积分活动 716708
科研通“疑难数据库(出版商)”最低求助积分说明 709672