Mathematical Analysis and Optimal Control of Giving up the Smoking Model

IF 1.4 Q2 MATHEMATICS, APPLIED
Omar Khyar, J. Danane, K. Allali
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引用次数: 3

Abstract

In this study, we are going to explore mathematically the dynamics of giving up smoking behavior. For this purpose, we will perform a mathematical analysis of a smoking model and suggest some conditions to control this serious burden on public health. The model under consideration describes the interaction between the potential smokers P , the occasional smokers L , the chain smokers S , the temporarily quit smokers Q T , and the permanently quit smokers Q P . Existence, positivity, and boundedness of the proposed problem solutions are proved. Local stability of the equilibria is established by using Routh–Hurwitz conditions. Moreover, the global stability of the same equilibria is fulfilled through using suitable Lyapunov functionals. In order to study the optimal control of our problem, we will take into account a two controls’ strategy. The first control will represent the government prohibition of smoking in public areas which reduces the contact between nonsmokers and smokers, while the second will symbolize the educational campaigns and the increase of cigarette cost which prevents occasional smokers from becoming chain smokers. The existence of the optimal control pair is discussed, and by using Pontryagin minimum principle, these two optimal controls are characterized. The optimality system is derived and solved numerically using the forward and backward difference approximation. Finally, numerical simulations are performed in order to check the equilibria stability, confirm the theoretical findings, and show the role of optimal strategy in controlling the smoking severity.
戒烟模型的数学分析与最优控制
在这项研究中,我们将从数学上探讨戒烟行为的动力学。为此,我们将对吸烟模型进行数学分析,并提出一些条件来控制这种严重的公共健康负担。所考虑的模型描述了潜在吸烟者P、偶尔吸烟者L、连续吸烟者S、暂时戒烟者Q T和永久戒烟者Q P之间的相互作用。证明了问题解的存在性、正性和有界性。利用Routh–Hurwitz条件建立了平衡的局部稳定性。此外,通过使用合适的李雅普诺夫泛函,实现了相同平衡的全局稳定性。为了研究我们问题的最优控制,我们将考虑两个控制的策略。第一项控制措施将代表政府禁止在公共场所吸烟,从而减少非吸烟者和吸烟者之间的接触,而第二项控制措施则象征着教育运动和香烟成本的增加,从而防止偶尔吸烟者成为连锁吸烟者。讨论了最优控制对的存在性,并利用Pontryagin极小原理对这两个最优控制进行了刻画。利用前向和后向差分近似,推导并求解了最优性系统。最后,进行了数值模拟,以检验平衡的稳定性,证实理论发现,并展示最佳策略在控制吸烟严重程度方面的作用。
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
3.10
自引率
0.00%
发文量
20
审稿时长
20 weeks
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