Effects of quarantine in imperfect disease control

The Ebola epidemic broke out in 2014 was one of the most influential disease in recent years. The epidemic was so serious that many countries are infected, mainly in West Africa. At the same time, some similar symptoms are also observed in other areas all over the world. In this project, to find the...

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Main Author: Yang, Jiongcheng
Other Authors: Xiao Gaoxi
Format: Theses and Dissertations
Language:English
Published: 2018
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Online Access:http://hdl.handle.net/10356/73112
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-731122023-07-04T15:48:08Z Effects of quarantine in imperfect disease control Yang, Jiongcheng Xiao Gaoxi School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering The Ebola epidemic broke out in 2014 was one of the most influential disease in recent years. The epidemic was so serious that many countries are infected, mainly in West Africa. At the same time, some similar symptoms are also observed in other areas all over the world. In this project, to find the regular pattern of the spreading and quarantine, we build a scale-free network to simulate based on the previous studies. After that we do some analysis to the model and find the optimal control. In the first part, when considering the control strategies, we use SIR type model to understand the dynamics. Perfect control and imperfect control are both analyzed in this project. In the second part we discuss the stability of equilibrium based on the scale-free network and come up with the single strategy and global strategy of imperfect control. Finally, we apply mathematical analysis and numerical simulations to evaluate the result of different level of vaccination. Optimal control is raised and compared with the simulation result, and can be used for reference in practical control. Master of Science (Communications Engineering) 2018-01-03T06:14:49Z 2018-01-03T06:14:49Z 2018 Thesis http://hdl.handle.net/10356/73112 en 67 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Yang, Jiongcheng
Effects of quarantine in imperfect disease control
description The Ebola epidemic broke out in 2014 was one of the most influential disease in recent years. The epidemic was so serious that many countries are infected, mainly in West Africa. At the same time, some similar symptoms are also observed in other areas all over the world. In this project, to find the regular pattern of the spreading and quarantine, we build a scale-free network to simulate based on the previous studies. After that we do some analysis to the model and find the optimal control. In the first part, when considering the control strategies, we use SIR type model to understand the dynamics. Perfect control and imperfect control are both analyzed in this project. In the second part we discuss the stability of equilibrium based on the scale-free network and come up with the single strategy and global strategy of imperfect control. Finally, we apply mathematical analysis and numerical simulations to evaluate the result of different level of vaccination. Optimal control is raised and compared with the simulation result, and can be used for reference in practical control.
author2 Xiao Gaoxi
author_facet Xiao Gaoxi
Yang, Jiongcheng
format Theses and Dissertations
author Yang, Jiongcheng
author_sort Yang, Jiongcheng
title Effects of quarantine in imperfect disease control
title_short Effects of quarantine in imperfect disease control
title_full Effects of quarantine in imperfect disease control
title_fullStr Effects of quarantine in imperfect disease control
title_full_unstemmed Effects of quarantine in imperfect disease control
title_sort effects of quarantine in imperfect disease control
publishDate 2018
url http://hdl.handle.net/10356/73112
_version_ 1772828801190854656