Optimal Control Model for Alcohol–Related Risk Behaviors and Beliefs in Tanzania
An optimal control theory is applied to a system of ordinary differential equations representing the dynamics of health-related risks associated with alcoholism in the community with active religious beliefs. Two nonautonomous control variables are proposed to reduce the health risks associated with...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Journal of Applied Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2022/9094494 |
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| _version_ | 1849409977296355328 |
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| author | Maranya M. Mayengo |
| author_facet | Maranya M. Mayengo |
| author_sort | Maranya M. Mayengo |
| collection | DOAJ |
| description | An optimal control theory is applied to a system of ordinary differential equations representing the dynamics of health-related risks associated with alcoholism in the community with active religious beliefs. Two nonautonomous control variables are proposed to reduce the health risks associated with alcoholism in the community. Consequently, three control strategies are presented using Pontryagin’s maximum principle (PMP), and the necessary conditions for the existence of the optimal controls are obtained. The simulation results revealed that the health risks associated with alcoholism behaviors may be effectively eradicated when both controls, u1t and u2t, are applied in a combination. On the other hand, the cost–effective analysis of the three different strategies confirmed that the desired cost–effective results may be attained when both controls, u1t and u2t, are applied together. Based on these results, this study concludes that, health risks associated with alcoholism behaviors may be efficiently and cost–effectively eradicated from the community when both controls, u1t and u2t, are applied together. Whereas application of control option u1t implies increasing the level of protection to the susceptible population by implementing public health education campaign; the control option u2t implies increasing the removal rate of the moderate risky individuals into recovered population. The control strategy in which the two options are featured in a combination is presented in this study as Strategy C exhibiting the least ICER value and more cost–effective than the rest of strategies presented. |
| format | Article |
| id | doaj-art-7f746ed1f85740b1962da31cd50ee3bb |
| institution | Kabale University |
| issn | 1687-0042 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Applied Mathematics |
| spelling | doaj-art-7f746ed1f85740b1962da31cd50ee3bb2025-08-20T03:35:19ZengWileyJournal of Applied Mathematics1687-00422022-01-01202210.1155/2022/9094494Optimal Control Model for Alcohol–Related Risk Behaviors and Beliefs in TanzaniaMaranya M. Mayengo0Nelson Mandela African Institution of Science and Technology (NM–AIST)An optimal control theory is applied to a system of ordinary differential equations representing the dynamics of health-related risks associated with alcoholism in the community with active religious beliefs. Two nonautonomous control variables are proposed to reduce the health risks associated with alcoholism in the community. Consequently, three control strategies are presented using Pontryagin’s maximum principle (PMP), and the necessary conditions for the existence of the optimal controls are obtained. The simulation results revealed that the health risks associated with alcoholism behaviors may be effectively eradicated when both controls, u1t and u2t, are applied in a combination. On the other hand, the cost–effective analysis of the three different strategies confirmed that the desired cost–effective results may be attained when both controls, u1t and u2t, are applied together. Based on these results, this study concludes that, health risks associated with alcoholism behaviors may be efficiently and cost–effectively eradicated from the community when both controls, u1t and u2t, are applied together. Whereas application of control option u1t implies increasing the level of protection to the susceptible population by implementing public health education campaign; the control option u2t implies increasing the removal rate of the moderate risky individuals into recovered population. The control strategy in which the two options are featured in a combination is presented in this study as Strategy C exhibiting the least ICER value and more cost–effective than the rest of strategies presented.http://dx.doi.org/10.1155/2022/9094494 |
| spellingShingle | Maranya M. Mayengo Optimal Control Model for Alcohol–Related Risk Behaviors and Beliefs in Tanzania Journal of Applied Mathematics |
| title | Optimal Control Model for Alcohol–Related Risk Behaviors and Beliefs in Tanzania |
| title_full | Optimal Control Model for Alcohol–Related Risk Behaviors and Beliefs in Tanzania |
| title_fullStr | Optimal Control Model for Alcohol–Related Risk Behaviors and Beliefs in Tanzania |
| title_full_unstemmed | Optimal Control Model for Alcohol–Related Risk Behaviors and Beliefs in Tanzania |
| title_short | Optimal Control Model for Alcohol–Related Risk Behaviors and Beliefs in Tanzania |
| title_sort | optimal control model for alcohol related risk behaviors and beliefs in tanzania |
| url | http://dx.doi.org/10.1155/2022/9094494 |
| work_keys_str_mv | AT maranyammayengo optimalcontrolmodelforalcoholrelatedriskbehaviorsandbeliefsintanzania |