Optimal Control in a Mathematical Model of Smoking

This paper presents a dynamic model of smoking with optimal control. The mathematical model is divided into 5 sub-classes, namely, non-smokers, occasional smokers, active smokers, individuals who have temporarily stopped smoking, and individuals who have stopped smoking permanently. Four optimal co...

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Autores principales: Nur Ilmayasinta, Heri Purnawan
Formato: article
Lenguaje:EN
Publicado: ITB Journal Publisher 2021
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spelling oai:doaj.org-article:1a21a77e908a4f3989ea7734e47353302021-12-03T07:44:09ZOptimal Control in a Mathematical Model of Smoking10.5614/j.math.fund.sci.2021.53.3.42337-57602338-5510https://doaj.org/article/1a21a77e908a4f3989ea7734e47353302021-12-01T00:00:00Zhttps://journals.itb.ac.id/index.php/jmfs/article/view/15146https://doaj.org/toc/2337-5760https://doaj.org/toc/2338-5510 This paper presents a dynamic model of smoking with optimal control. The mathematical model is divided into 5 sub-classes, namely, non-smokers, occasional smokers, active smokers, individuals who have temporarily stopped smoking, and individuals who have stopped smoking permanently. Four optimal controls, i.e., anti-smoking education campaign, anti-smoking gum, anti-nicotine drug, and government prohibition of smoking in public spaces are considered in the model. The existence of the controls is also presented. The Pontryagin maximum principle (PMP) was used to solve the optimal control problem. The fourth-order Runge-Kutta was employed to gain the numerical solutions. Nur IlmayasintaHeri PurnawanITB Journal Publisherarticlefourth-order Runge-Kuttamathematical modelnumerical solutionsoptimal controlPontryagin maximum principle (PMP)ScienceQScience (General)Q1-390ENJournal of Mathematical and Fundamental Sciences, Vol 53, Iss 3 (2021)
institution DOAJ
collection DOAJ
language EN
topic fourth-order Runge-Kutta
mathematical model
numerical solutions
optimal control
Pontryagin maximum principle (PMP)
Science
Q
Science (General)
Q1-390
spellingShingle fourth-order Runge-Kutta
mathematical model
numerical solutions
optimal control
Pontryagin maximum principle (PMP)
Science
Q
Science (General)
Q1-390
Nur Ilmayasinta
Heri Purnawan
Optimal Control in a Mathematical Model of Smoking
description This paper presents a dynamic model of smoking with optimal control. The mathematical model is divided into 5 sub-classes, namely, non-smokers, occasional smokers, active smokers, individuals who have temporarily stopped smoking, and individuals who have stopped smoking permanently. Four optimal controls, i.e., anti-smoking education campaign, anti-smoking gum, anti-nicotine drug, and government prohibition of smoking in public spaces are considered in the model. The existence of the controls is also presented. The Pontryagin maximum principle (PMP) was used to solve the optimal control problem. The fourth-order Runge-Kutta was employed to gain the numerical solutions.
format article
author Nur Ilmayasinta
Heri Purnawan
author_facet Nur Ilmayasinta
Heri Purnawan
author_sort Nur Ilmayasinta
title Optimal Control in a Mathematical Model of Smoking
title_short Optimal Control in a Mathematical Model of Smoking
title_full Optimal Control in a Mathematical Model of Smoking
title_fullStr Optimal Control in a Mathematical Model of Smoking
title_full_unstemmed Optimal Control in a Mathematical Model of Smoking
title_sort optimal control in a mathematical model of smoking
publisher ITB Journal Publisher
publishDate 2021
url https://doaj.org/article/1a21a77e908a4f3989ea7734e4735330
work_keys_str_mv AT nurilmayasinta optimalcontrolinamathematicalmodelofsmoking
AT heripurnawan optimalcontrolinamathematicalmodelofsmoking
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