MATHEMATICAL MODELS AND STRATEGIES TO CONTROL THE SPREAD OF DENGUE HEMORRHAGIC FEVER WITH VACCINATION
Dengue hemorrhagic fever is an infectious disease caused by the transmission of the Dengue virus and transmitted through the Aedes aegypti mosquito to humans. Indonesia is one of the countries with the most cases of dengue fever in Southeast Asia. Therefore, the spread of dengue fever must be con...
Saved in:
Main Author: | |
---|---|
Format: | Final Project |
Language: | Indonesia |
Online Access: | https://digilib.itb.ac.id/gdl/view/82064 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Institut Teknologi Bandung |
Language: | Indonesia |
id |
id-itb.:82064 |
---|---|
spelling |
id-itb.:820642024-07-05T13:57:36ZMATHEMATICAL MODELS AND STRATEGIES TO CONTROL THE SPREAD OF DENGUE HEMORRHAGIC FEVER WITH VACCINATION Janice Wijaya, Gracia Indonesia Final Project Dengue Hemorrhagic Fever, vaccination, compartment model, optimal control INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/82064 Dengue hemorrhagic fever is an infectious disease caused by the transmission of the Dengue virus and transmitted through the Aedes aegypti mosquito to humans. Indonesia is one of the countries with the most cases of dengue fever in Southeast Asia. Therefore, the spread of dengue fever must be controlled to reduce the increase in cases. The control strategy reviewed in this final assignment is education on prevention of Dengue Hemorrhagic Fever and vaccination. This research constructs a mathematical model of the spread of Dengue Hemorrhagic Fever by reviewing the effect of vaccination using a modified SIR compartment model involving mosquito and human populations. Vaccination is used by susceptible humans. Numerical simulations were carried out to analyze the behavior of each compartment in the spread of Dengue Hemorrhagic Fever. Through numerical results, it is known that the factors that influence the spread of Dengue Hemorrhagic Fever are the rate of transmission of the Dengue virus from mosquitoes to humans, the rate of recovery from the disease, the rate of vaccination, and the rate of loss of immunity to the Dengue virus. Model analysis is carried out by determining the equilibrium point, existence and stability. To suppress the spread of disease, optimal control methods are also carried out with three control strategies, namely, there is a chance of success for individuals who have been exposed to counseling to carry out preventive measures, there is regulation of the proportion of vaccinations given to vulnerable individuals, and there is a chance of success for individuals who have been affected. counseling to carry out preventive measures and the proportion of vaccinations given to vulnerable individuals. This optimal control aims to minimize infected individuals with minimal costs. The results of the numerical simulation of the optimal control problem show that the combination strategy of regulating individuals who have been exposed to counseling to carry out preventive measures and the proportion of vaccinations given to susceptible individuals is the most effective strategy to reduce infected individuals by 0.6% at a cost of 146,2197. text |
institution |
Institut Teknologi Bandung |
building |
Institut Teknologi Bandung Library |
continent |
Asia |
country |
Indonesia Indonesia |
content_provider |
Institut Teknologi Bandung |
collection |
Digital ITB |
language |
Indonesia |
description |
Dengue hemorrhagic fever is an infectious disease caused by the transmission of
the Dengue virus and transmitted through the Aedes aegypti mosquito to humans.
Indonesia is one of the countries with the most cases of dengue fever in Southeast
Asia. Therefore, the spread of dengue fever must be controlled to reduce the
increase in cases. The control strategy reviewed in this final assignment is
education on prevention of Dengue Hemorrhagic Fever and vaccination. This
research constructs a mathematical model of the spread of Dengue Hemorrhagic
Fever by reviewing the effect of vaccination using a modified SIR compartment
model involving mosquito and human populations. Vaccination is used by
susceptible humans. Numerical simulations were carried out to analyze the
behavior of each compartment in the spread of Dengue Hemorrhagic Fever.
Through numerical results, it is known that the factors that influence the spread of
Dengue Hemorrhagic Fever are the rate of transmission of the Dengue virus from
mosquitoes to humans, the rate of recovery from the disease, the rate of vaccination,
and the rate of loss of immunity to the Dengue virus. Model analysis is carried out
by determining the equilibrium point, existence and stability. To suppress the
spread of disease, optimal control methods are also carried out with three control
strategies, namely, there is a chance of success for individuals who have been
exposed to counseling to carry out preventive measures, there is regulation of the
proportion of vaccinations given to vulnerable individuals, and there is a chance of
success for individuals who have been affected. counseling to carry out preventive
measures and the proportion of vaccinations given to vulnerable individuals. This
optimal control aims to minimize infected individuals with minimal costs. The
results of the numerical simulation of the optimal control problem show that the
combination strategy of regulating individuals who have been exposed to
counseling to carry out preventive measures and the proportion of vaccinations
given to susceptible individuals is the most effective strategy to reduce infected
individuals by 0.6% at a cost of 146,2197. |
format |
Final Project |
author |
Janice Wijaya, Gracia |
spellingShingle |
Janice Wijaya, Gracia MATHEMATICAL MODELS AND STRATEGIES TO CONTROL THE SPREAD OF DENGUE HEMORRHAGIC FEVER WITH VACCINATION |
author_facet |
Janice Wijaya, Gracia |
author_sort |
Janice Wijaya, Gracia |
title |
MATHEMATICAL MODELS AND STRATEGIES TO CONTROL THE SPREAD OF DENGUE HEMORRHAGIC FEVER WITH VACCINATION |
title_short |
MATHEMATICAL MODELS AND STRATEGIES TO CONTROL THE SPREAD OF DENGUE HEMORRHAGIC FEVER WITH VACCINATION |
title_full |
MATHEMATICAL MODELS AND STRATEGIES TO CONTROL THE SPREAD OF DENGUE HEMORRHAGIC FEVER WITH VACCINATION |
title_fullStr |
MATHEMATICAL MODELS AND STRATEGIES TO CONTROL THE SPREAD OF DENGUE HEMORRHAGIC FEVER WITH VACCINATION |
title_full_unstemmed |
MATHEMATICAL MODELS AND STRATEGIES TO CONTROL THE SPREAD OF DENGUE HEMORRHAGIC FEVER WITH VACCINATION |
title_sort |
mathematical models and strategies to control the spread of dengue hemorrhagic fever with vaccination |
url |
https://digilib.itb.ac.id/gdl/view/82064 |
_version_ |
1822997546284351488 |