Modelling and optimisation of complex urban systems

Modelling and optimisation of complex urban systems

This thesis aims to investigate any emergent behaviors in transport systems by applying 3 different algorithms onto a simulated road network, as well as to rank the efficiency between each algorithm under different states of the road network. Parameters were varied in order to compare the performanc...

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Main Author: Christian, Jhuan
Other Authors: Chew Lock Yue
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Science::Mathematics::Applied mathematics::Complex systems
Engineering::Civil engineering::Transportation
Online Access:https://hdl.handle.net/10356/156746
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1567462023-02-28T23:12:47Z Modelling and optimisation of complex urban systems Christian, Jhuan Chew Lock Yue Yang Bo School of Physical and Mathematical Sciences lockyue@ntu.edu.sg, yang.bo@ntu.edu.sg Science::Mathematics::Applied mathematics::Complex systems Engineering::Civil engineering::Transportation This thesis aims to investigate any emergent behaviors in transport systems by applying 3 different algorithms onto a simulated road network, as well as to rank the efficiency between each algorithm under different states of the road network. Parameters were varied in order to compare the performance between each algorithms. It was found that in under-saturation the QTB algorithm performed well, while in over-saturation the taxi-like algorithm performed better. Bachelor of Science in Physics 2022-04-23T10:49:54Z 2022-04-23T10:49:54Z 2022 Final Year Project (FYP) Christian, J. (2022). Modelling and optimisation of complex urban systems. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/156746 https://hdl.handle.net/10356/156746 en 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 Science::Mathematics::Applied mathematics::Complex systems
Engineering::Civil engineering::Transportation
spellingShingle Science::Mathematics::Applied mathematics::Complex systems
Engineering::Civil engineering::Transportation
Christian, Jhuan
Modelling and optimisation of complex urban systems
description This thesis aims to investigate any emergent behaviors in transport systems by applying 3 different algorithms onto a simulated road network, as well as to rank the efficiency between each algorithm under different states of the road network. Parameters were varied in order to compare the performance between each algorithms. It was found that in under-saturation the QTB algorithm performed well, while in over-saturation the taxi-like algorithm performed better.
author2 Chew Lock Yue
author_facet Chew Lock Yue
Christian, Jhuan
format Final Year Project
author Christian, Jhuan
author_sort Christian, Jhuan
title Modelling and optimisation of complex urban systems
title_short Modelling and optimisation of complex urban systems
title_full Modelling and optimisation of complex urban systems
title_fullStr Modelling and optimisation of complex urban systems
title_full_unstemmed Modelling and optimisation of complex urban systems
title_sort modelling and optimisation of complex urban systems
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/156746
_version_ 1759854061346095104

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