OPTIMIZATION GIVING COMBINATION OF VACCINATION, REPELLENT AND WOLBACHIA IN DENGUE MODEL WITH H2 CONTROL

Dengue is a disease caused by the dengue virus and become health problems in the tropics and subtropics. Dengue virus transmission is caused by the bite of an infected female mosquito.Prevention eorts have been made such as giving vaccinations and repellents to humans on periodically. In the last...

Full description

Saved in:
Bibliographic Details
Main Author: Arifin Prasetyo, Tegar
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/49385
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:49385
spelling id-itb.:493852020-09-16T09:32:29ZOPTIMIZATION GIVING COMBINATION OF VACCINATION, REPELLENT AND WOLBACHIA IN DENGUE MODEL WITH H2 CONTROL Arifin Prasetyo, Tegar Indonesia Theses Dengue, wolbachia, genetic algorithm, MLE, optimal control, H2 control.. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/49385 Dengue is a disease caused by the dengue virus and become health problems in the tropics and subtropics. Dengue virus transmission is caused by the bite of an infected female mosquito.Prevention eorts have been made such as giving vaccinations and repellents to humans on periodically. In the last 9 years or so, the wolbachia bacteria have been used to contribute to suppressing the spread of dengue. Therefore, this research will construct and study a dengue model wi- thout and with mobility aspects with control combination of giving vaccination, repellent to humans and giving wolbachia bacteria to non-wolbachia mosqui- to eggs. In the modeling, there are many unknown parameters.Therefore, the genetic algorithm method and the maximum likelihood method are used to esti- mate the parameters of the dengue model.An optimal control design using the Pontryagin Minimum Principle is applied to reduce the number of infected hu- mans.Then, in fact the dynamics of dengue spread can be in uenced by several external and internal factors, so it is necessary to consider the noise in the mo- del. Furthermore, a control optimization problem is constructed in the dengue model with noise in the form of displacement between compartments.The H2 control design is implemented to optimize objective functions and reduce noise. A genetic algorithm is used to optimize the H2 control by looking for the K feedback gain. The simulation results show that the application of control can reduce the number of infected humans. Furthermore, control H2 can reduce the maximum system noise by 51.38 %. 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 is a disease caused by the dengue virus and become health problems in the tropics and subtropics. Dengue virus transmission is caused by the bite of an infected female mosquito.Prevention eorts have been made such as giving vaccinations and repellents to humans on periodically. In the last 9 years or so, the wolbachia bacteria have been used to contribute to suppressing the spread of dengue. Therefore, this research will construct and study a dengue model wi- thout and with mobility aspects with control combination of giving vaccination, repellent to humans and giving wolbachia bacteria to non-wolbachia mosqui- to eggs. In the modeling, there are many unknown parameters.Therefore, the genetic algorithm method and the maximum likelihood method are used to esti- mate the parameters of the dengue model.An optimal control design using the Pontryagin Minimum Principle is applied to reduce the number of infected hu- mans.Then, in fact the dynamics of dengue spread can be in uenced by several external and internal factors, so it is necessary to consider the noise in the mo- del. Furthermore, a control optimization problem is constructed in the dengue model with noise in the form of displacement between compartments.The H2 control design is implemented to optimize objective functions and reduce noise. A genetic algorithm is used to optimize the H2 control by looking for the K feedback gain. The simulation results show that the application of control can reduce the number of infected humans. Furthermore, control H2 can reduce the maximum system noise by 51.38 %.
format Theses
author Arifin Prasetyo, Tegar
spellingShingle Arifin Prasetyo, Tegar
OPTIMIZATION GIVING COMBINATION OF VACCINATION, REPELLENT AND WOLBACHIA IN DENGUE MODEL WITH H2 CONTROL
author_facet Arifin Prasetyo, Tegar
author_sort Arifin Prasetyo, Tegar
title OPTIMIZATION GIVING COMBINATION OF VACCINATION, REPELLENT AND WOLBACHIA IN DENGUE MODEL WITH H2 CONTROL
title_short OPTIMIZATION GIVING COMBINATION OF VACCINATION, REPELLENT AND WOLBACHIA IN DENGUE MODEL WITH H2 CONTROL
title_full OPTIMIZATION GIVING COMBINATION OF VACCINATION, REPELLENT AND WOLBACHIA IN DENGUE MODEL WITH H2 CONTROL
title_fullStr OPTIMIZATION GIVING COMBINATION OF VACCINATION, REPELLENT AND WOLBACHIA IN DENGUE MODEL WITH H2 CONTROL
title_full_unstemmed OPTIMIZATION GIVING COMBINATION OF VACCINATION, REPELLENT AND WOLBACHIA IN DENGUE MODEL WITH H2 CONTROL
title_sort optimization giving combination of vaccination, repellent and wolbachia in dengue model with h2 control
url https://digilib.itb.ac.id/gdl/view/49385
_version_ 1822000376350507008