Mathematical Modeling and Optimal Control Strategy for a Discrete Time Drug Consumption Model

The aim of this paper is to study and investigate the optimal control strategy of a discrete mathematical model of drug consumption. The population that we are going to study is divided into six compartments: potential drug users, light drug users, heavy drug users, heavy drug users-dealers and prov...

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Main Authors: Abderrahim Labzai, Abdelfatah Kouidere, Bouchaib Khajji, Omar Balatif, Mostafa Rachik
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2020/5671493
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spelling doaj-9d33f6ea2ea14753aa549d4384efba2a2020-11-25T03:49:55ZengHindawi LimitedDiscrete Dynamics in Nature and Society1026-02261607-887X2020-01-01202010.1155/2020/56714935671493Mathematical Modeling and Optimal Control Strategy for a Discrete Time Drug Consumption ModelAbderrahim Labzai0Abdelfatah Kouidere1Bouchaib Khajji2Omar Balatif3Mostafa Rachik4Laboratory of Analysis, Modeling and Simulation, Department of Mathematics and Computer Science, Faculty of Sciences Ben M’Sik Sidi Othman, Hassan II University, Casablanca, MoroccoLaboratory of Analysis, Modeling and Simulation, Department of Mathematics and Computer Science, Faculty of Sciences Ben M’Sik Sidi Othman, Hassan II University, Casablanca, MoroccoLaboratory of Analysis, Modeling and Simulation, Department of Mathematics and Computer Science, Faculty of Sciences Ben M’Sik Sidi Othman, Hassan II University, Casablanca, MoroccoLaboratory of Dynamical Systems, Department of Mathematics, Faculty of Sciences El Jadida, Chouaib Doukkali University, El Jadida, MoroccoLaboratory of Analysis, Modeling and Simulation, Department of Mathematics and Computer Science, Faculty of Sciences Ben M’Sik Sidi Othman, Hassan II University, Casablanca, MoroccoThe aim of this paper is to study and investigate the optimal control strategy of a discrete mathematical model of drug consumption. The population that we are going to study is divided into six compartments: potential drug users, light drug users, heavy drug users, heavy drug users-dealers and providers, temporary quitters of drug consumption, and permanent quitters of drug consumption. Our objective is to find the best strategy to reduce the number of light drug users, heavy drug users, heavy drug users-dealers and providers, and temporary quitters of drug consumption. We use four control strategies which are awareness programs through media and education, preventing contact through security campaigns, treatment, and psychological support along with follow-up. Pontryagin’s maximum principle in discrete time is used to characterize the optimal controls. The numerical simulation is carried out using MATLAB. Consequently, the obtained results confirm the effectiveness of the optimization strategy.http://dx.doi.org/10.1155/2020/5671493
collection DOAJ
language English
format Article
sources DOAJ
author Abderrahim Labzai
Abdelfatah Kouidere
Bouchaib Khajji
Omar Balatif
Mostafa Rachik
spellingShingle Abderrahim Labzai
Abdelfatah Kouidere
Bouchaib Khajji
Omar Balatif
Mostafa Rachik
Mathematical Modeling and Optimal Control Strategy for a Discrete Time Drug Consumption Model
Discrete Dynamics in Nature and Society
author_facet Abderrahim Labzai
Abdelfatah Kouidere
Bouchaib Khajji
Omar Balatif
Mostafa Rachik
author_sort Abderrahim Labzai
title Mathematical Modeling and Optimal Control Strategy for a Discrete Time Drug Consumption Model
title_short Mathematical Modeling and Optimal Control Strategy for a Discrete Time Drug Consumption Model
title_full Mathematical Modeling and Optimal Control Strategy for a Discrete Time Drug Consumption Model
title_fullStr Mathematical Modeling and Optimal Control Strategy for a Discrete Time Drug Consumption Model
title_full_unstemmed Mathematical Modeling and Optimal Control Strategy for a Discrete Time Drug Consumption Model
title_sort mathematical modeling and optimal control strategy for a discrete time drug consumption model
publisher Hindawi Limited
series Discrete Dynamics in Nature and Society
issn 1026-0226
1607-887X
publishDate 2020-01-01
description The aim of this paper is to study and investigate the optimal control strategy of a discrete mathematical model of drug consumption. The population that we are going to study is divided into six compartments: potential drug users, light drug users, heavy drug users, heavy drug users-dealers and providers, temporary quitters of drug consumption, and permanent quitters of drug consumption. Our objective is to find the best strategy to reduce the number of light drug users, heavy drug users, heavy drug users-dealers and providers, and temporary quitters of drug consumption. We use four control strategies which are awareness programs through media and education, preventing contact through security campaigns, treatment, and psychological support along with follow-up. Pontryagin’s maximum principle in discrete time is used to characterize the optimal controls. The numerical simulation is carried out using MATLAB. Consequently, the obtained results confirm the effectiveness of the optimization strategy.
url http://dx.doi.org/10.1155/2020/5671493
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