System crash due to competition: a multiplex network simulation study

Throughout history, different systems has been continuously evolving. Even today, we have network systems in different fields interacting with one another, creating a complex structure with complex features. To better understand such diverse interactions, this projects looks into studying the compet...

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Bibliographic Details
Main Author: Pan, Lifan
Other Authors: Xiao Gaoxi
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157693
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1576932023-07-07T19:02:11Z System crash due to competition: a multiplex network simulation study Pan, Lifan Xiao Gaoxi School of Electrical and Electronic Engineering EGXXiao@ntu.edu.sg Engineering::Electrical and electronic engineering Throughout history, different systems has been continuously evolving. Even today, we have network systems in different fields interacting with one another, creating a complex structure with complex features. To better understand such diverse interactions, this projects looks into studying the competitive interactions between complex systems. Using Online Social Media Networks (OSN) as our case in point, parameters such as friend connections, risk tolerance, competitor influence are introduced to study its impacts on its network structure. The network simulation reveals that the system produces a “pseudo-steady” state despite having higher friend connections remaining and lower risk tolerance in a competitive environment. This signals that a competitor places heavy influence on a complex network structure as one of its factors for system crash. Finally, this project provides a more extensive look into one of the factors of a complex system crash analyzing how quickly a complex system can crash in a competitive environment. Subsequently also providing future recommendations to improve the simulations or investigate other factors. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-05-19T06:33:15Z 2022-05-19T06:33:15Z 2022 Final Year Project (FYP) Pan, L. (2022). System crash due to competition: a multiplex network simulation study. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157693 https://hdl.handle.net/10356/157693 en A3290-211 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Pan, Lifan
System crash due to competition: a multiplex network simulation study
description Throughout history, different systems has been continuously evolving. Even today, we have network systems in different fields interacting with one another, creating a complex structure with complex features. To better understand such diverse interactions, this projects looks into studying the competitive interactions between complex systems. Using Online Social Media Networks (OSN) as our case in point, parameters such as friend connections, risk tolerance, competitor influence are introduced to study its impacts on its network structure. The network simulation reveals that the system produces a “pseudo-steady” state despite having higher friend connections remaining and lower risk tolerance in a competitive environment. This signals that a competitor places heavy influence on a complex network structure as one of its factors for system crash. Finally, this project provides a more extensive look into one of the factors of a complex system crash analyzing how quickly a complex system can crash in a competitive environment. Subsequently also providing future recommendations to improve the simulations or investigate other factors.
author2 Xiao Gaoxi
author_facet Xiao Gaoxi
Pan, Lifan
format Final Year Project
author Pan, Lifan
author_sort Pan, Lifan
title System crash due to competition: a multiplex network simulation study
title_short System crash due to competition: a multiplex network simulation study
title_full System crash due to competition: a multiplex network simulation study
title_fullStr System crash due to competition: a multiplex network simulation study
title_full_unstemmed System crash due to competition: a multiplex network simulation study
title_sort system crash due to competition: a multiplex network simulation study
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/157693
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