Optimal control strategies for dengue fever spread in Johor, Malaysia. (November 2020)
- Record Type:
- Journal Article
- Title:
- Optimal control strategies for dengue fever spread in Johor, Malaysia. (November 2020)
- Main Title:
- Optimal control strategies for dengue fever spread in Johor, Malaysia
- Authors:
- Abidemi, Afeez
Aziz, Nur Arina Bazilah - Abstract:
- Highlights: A compartmental deterministic model describing dengue outbreak in Johor State, Malaysia is formulated. Formulation of the model and analyses of its basic properties are presented. Optimal control problem is formulated, using five different strategies, and analysed. Control strategies are presented for curtailing the disease transmission. Abstract: Background Dengue is a vector-borne viral disease endemic in Malaysia. The disease is presently a public health issue in the country. Hence, the use of mathematical model to gain insights into the transmission dynamics and derive the optimal control strategies for minimizing the spread of the disease is of great importance. Methods A model involving eight mutually exclusive compartments with the introduction of personal protection, larvicide and adulticide control strategies describing dengue fever transmission dynamics is presented. The control-induced basic reproduction number ( R ˜ 0 ) related to the model is computed using the next generation matrix method. Comparison theorem is used to analyse the global dynamics of the model. The model is fitted to the data related to the 2012 dengue outbreak in Johor, Malaysia, using the least-squares method. In a bid to optimally curtail dengue fever propagation, we apply optimal control theory to investigate the effect of several control strategies of combination of optimal personal protection, larvicide and adulticide controls on dengue fever dynamics. The resulting optimalityHighlights: A compartmental deterministic model describing dengue outbreak in Johor State, Malaysia is formulated. Formulation of the model and analyses of its basic properties are presented. Optimal control problem is formulated, using five different strategies, and analysed. Control strategies are presented for curtailing the disease transmission. Abstract: Background Dengue is a vector-borne viral disease endemic in Malaysia. The disease is presently a public health issue in the country. Hence, the use of mathematical model to gain insights into the transmission dynamics and derive the optimal control strategies for minimizing the spread of the disease is of great importance. Methods A model involving eight mutually exclusive compartments with the introduction of personal protection, larvicide and adulticide control strategies describing dengue fever transmission dynamics is presented. The control-induced basic reproduction number ( R ˜ 0 ) related to the model is computed using the next generation matrix method. Comparison theorem is used to analyse the global dynamics of the model. The model is fitted to the data related to the 2012 dengue outbreak in Johor, Malaysia, using the least-squares method. In a bid to optimally curtail dengue fever propagation, we apply optimal control theory to investigate the effect of several control strategies of combination of optimal personal protection, larvicide and adulticide controls on dengue fever dynamics. The resulting optimality system is simulated in MATLAB using fourth order Runge-Kutta scheme based on the forward-backward sweep method. In addition, cost-effectiveness analysis is performed to determine the most cost-effective strategy among the various control strategies analysed. Results Analysis of the model with control parameters shows that the model has two disease-free equilibria, namely, trivial equilibrium and biologically realistic disease-free equilibrium, and one endemic equilibrium point. It also reveals that the biologically realistic disease-free equilibrium is both locally and globally asymptotically stable whenever the inequality R ˜ 0 < 1 holds. In the case of model with time-dependent control functions, the optimality levels of the three control functions required to optimally control dengue disease transmission are derived. Conclusion We conclude that dengue fever transmission can be curtailed by adopting any of the several control strategies analysed in this study. Furthermore, a strategy which combines personal protection and adulticide controls is found to be the most cost-effective control strategy. … (more)
- Is Part Of:
- Computer methods and programs in biomedicine. Volume 196(2020)
- Journal:
- Computer methods and programs in biomedicine
- Issue:
- Volume 196(2020)
- Issue Display:
- Volume 196, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 196
- Issue:
- 2020
- Issue Sort Value:
- 2020-0196-2020-0000
- Page Start:
- Page End:
- Publication Date:
- 2020-11
- Subjects:
- Basic reproduction number -- Dengue fever model -- Johor dengue outbreak -- Optimal control strategies -- Parameter estimation
49M05 -- 92D25 -- 92D30
Medicine -- Computer programs -- Periodicals
Biology -- Computer programs -- Periodicals
Computers -- Periodicals
Medicine -- Periodicals
Médecine -- Logiciels -- Périodiques
Biologie -- Logiciels -- Périodiques
Biology -- Computer programs
Medicine -- Computer programs
Periodicals
Electronic journals
610.28 - Journal URLs:
- http://www.sciencedirect.com/science/journal/01692607 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.cmpb.2020.105585 ↗
- Languages:
- English
- ISSNs:
- 0169-2607
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3394.095000
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