Optimal control strategies for dengue transmission in Selangor, Malaysia

Dengue is a mosquito-borne viral disease transmitted by Aedes aegypti mosquito. In Malaysia, dengue remains a public health threat. Based on previous dengue data and trends, Ministry of Health Malaysia identified a high increase in dengue cases every four to five years with the surges recorded in 20...

Full description

Saved in:
Bibliographic Details
Main Author: Ku, Yew Sheng
Format: Final Year Project / Dissertation / Thesis
Published: 2023
Subjects:
Online Access:http://eprints.utar.edu.my/5397/1/fyp_2023_SC_KYS.pdf
http://eprints.utar.edu.my/5397/
Tags: Add Tag
No Tags, Be the first to tag this record!
id my-utar-eprints.5397
record_format eprints
spelling my-utar-eprints.53972023-09-18T07:09:06Z Optimal control strategies for dengue transmission in Selangor, Malaysia Ku, Yew Sheng GE Environmental Sciences HT Communities. Classes. Races Q Science (General) QA75 Electronic computers. Computer science Dengue is a mosquito-borne viral disease transmitted by Aedes aegypti mosquito. In Malaysia, dengue remains a public health threat. Based on previous dengue data and trends, Ministry of Health Malaysia identified a high increase in dengue cases every four to five years with the surges recorded in 2010, 2015 and 2019. The dengue cases are expected to increase again in 2024 or 2025, with the cases expected to be higher than that recorded in 2019 (130,101 cases). Hence, there is a need to identify effective dengue control strategies to prevent such increase in dengue cases in the future. This study aims to apply optimal control theory to determine the optimal control strategy for reducing dengue cases. For this purpose, a dengue model that links human SIR framework with mosquito ecology is formulated. This model is used to simulate the dengue transmission in Selangor, Malaysia, where suitable modelling data are available and where dengue is prevalent. Curve fitting of dengue data is then performed by using forward difference method to estimate important parameter value such as mosquito biting rate. Next, optimal control theory is applied to illustrate the effects of larvicide, insecticide and vaccination in reducing dengue cases. Seven scenarios, namely i) larvicide, ii) insecticide, iii) vaccination, iv) larvicide and insecticide, v) larvicide and vaccination, vi) insecticide and vaccination, vii) larvicide, insecticide, and vaccination are analyzed by means of numerical simulations in MATLAB. Based on the simulation results, a combination of larvicide, insecticide and vaccination is identified as the optimal control strategy in Selangor. The simulation results would provide insights on the optimal dengue control strategy in Selangor to assist decision makers in implementing dengue control strategies. 2023-01 Final Year Project / Dissertation / Thesis NonPeerReviewed application/pdf http://eprints.utar.edu.my/5397/1/fyp_2023_SC_KYS.pdf Ku, Yew Sheng (2023) Optimal control strategies for dengue transmission in Selangor, Malaysia. Final Year Project, UTAR. http://eprints.utar.edu.my/5397/
institution Universiti Tunku Abdul Rahman
building UTAR Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tunku Abdul Rahman
content_source UTAR Institutional Repository
url_provider http://eprints.utar.edu.my
topic GE Environmental Sciences
HT Communities. Classes. Races
Q Science (General)
QA75 Electronic computers. Computer science
spellingShingle GE Environmental Sciences
HT Communities. Classes. Races
Q Science (General)
QA75 Electronic computers. Computer science
Ku, Yew Sheng
Optimal control strategies for dengue transmission in Selangor, Malaysia
description Dengue is a mosquito-borne viral disease transmitted by Aedes aegypti mosquito. In Malaysia, dengue remains a public health threat. Based on previous dengue data and trends, Ministry of Health Malaysia identified a high increase in dengue cases every four to five years with the surges recorded in 2010, 2015 and 2019. The dengue cases are expected to increase again in 2024 or 2025, with the cases expected to be higher than that recorded in 2019 (130,101 cases). Hence, there is a need to identify effective dengue control strategies to prevent such increase in dengue cases in the future. This study aims to apply optimal control theory to determine the optimal control strategy for reducing dengue cases. For this purpose, a dengue model that links human SIR framework with mosquito ecology is formulated. This model is used to simulate the dengue transmission in Selangor, Malaysia, where suitable modelling data are available and where dengue is prevalent. Curve fitting of dengue data is then performed by using forward difference method to estimate important parameter value such as mosquito biting rate. Next, optimal control theory is applied to illustrate the effects of larvicide, insecticide and vaccination in reducing dengue cases. Seven scenarios, namely i) larvicide, ii) insecticide, iii) vaccination, iv) larvicide and insecticide, v) larvicide and vaccination, vi) insecticide and vaccination, vii) larvicide, insecticide, and vaccination are analyzed by means of numerical simulations in MATLAB. Based on the simulation results, a combination of larvicide, insecticide and vaccination is identified as the optimal control strategy in Selangor. The simulation results would provide insights on the optimal dengue control strategy in Selangor to assist decision makers in implementing dengue control strategies.
format Final Year Project / Dissertation / Thesis
author Ku, Yew Sheng
author_facet Ku, Yew Sheng
author_sort Ku, Yew Sheng
title Optimal control strategies for dengue transmission in Selangor, Malaysia
title_short Optimal control strategies for dengue transmission in Selangor, Malaysia
title_full Optimal control strategies for dengue transmission in Selangor, Malaysia
title_fullStr Optimal control strategies for dengue transmission in Selangor, Malaysia
title_full_unstemmed Optimal control strategies for dengue transmission in Selangor, Malaysia
title_sort optimal control strategies for dengue transmission in selangor, malaysia
publishDate 2023
url http://eprints.utar.edu.my/5397/1/fyp_2023_SC_KYS.pdf
http://eprints.utar.edu.my/5397/
_version_ 1778167127532896256
score 13.18916