Implementation of Dijkstra's shortest path algorithm for vehicle routing

On-demand services that requires the picking up of passengers and sharing of rides among passengers is a complex Vehicle Routing Problems set. Services like Uber and Grab, have been finding the most optimum way to make their services less costly so as the increase their profit margin. ST Engineering...

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Main Author: Pang, Jacquelyn Jiaqi
Other Authors: Justin Dauwels
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/71551
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-715512023-07-07T16:04:49Z Implementation of Dijkstra's shortest path algorithm for vehicle routing Pang, Jacquelyn Jiaqi Justin Dauwels School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering On-demand services that requires the picking up of passengers and sharing of rides among passengers is a complex Vehicle Routing Problems set. Services like Uber and Grab, have been finding the most optimum way to make their services less costly so as the increase their profit margin. ST Engineering and NTU has also been working on autonomous vehicles in hopes that it can take over the public transport systems in the near future. My project thus focuses on traffic simulations within Singapore to find the shortest path between any source and destination as this would reduce fuel consumption and allow more passengers to take on the service within a time frame. We will use a traffic simulation software, PTV VISSIM to simulate the traffic conditions along Singapore map. However, to simulate specific conditions, it requires MATLAB (COM programming) to give specific commands to the cars in VISSIM. My project is to implement Dijkstra’s algorithms via COM programming to find the shortest path between any two locations. Bachelor of Engineering 2017-05-17T07:41:47Z 2017-05-17T07:41:47Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/71551 en Nanyang Technological University 52 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
Pang, Jacquelyn Jiaqi
Implementation of Dijkstra's shortest path algorithm for vehicle routing
description On-demand services that requires the picking up of passengers and sharing of rides among passengers is a complex Vehicle Routing Problems set. Services like Uber and Grab, have been finding the most optimum way to make their services less costly so as the increase their profit margin. ST Engineering and NTU has also been working on autonomous vehicles in hopes that it can take over the public transport systems in the near future. My project thus focuses on traffic simulations within Singapore to find the shortest path between any source and destination as this would reduce fuel consumption and allow more passengers to take on the service within a time frame. We will use a traffic simulation software, PTV VISSIM to simulate the traffic conditions along Singapore map. However, to simulate specific conditions, it requires MATLAB (COM programming) to give specific commands to the cars in VISSIM. My project is to implement Dijkstra’s algorithms via COM programming to find the shortest path between any two locations.
author2 Justin Dauwels
author_facet Justin Dauwels
Pang, Jacquelyn Jiaqi
format Final Year Project
author Pang, Jacquelyn Jiaqi
author_sort Pang, Jacquelyn Jiaqi
title Implementation of Dijkstra's shortest path algorithm for vehicle routing
title_short Implementation of Dijkstra's shortest path algorithm for vehicle routing
title_full Implementation of Dijkstra's shortest path algorithm for vehicle routing
title_fullStr Implementation of Dijkstra's shortest path algorithm for vehicle routing
title_full_unstemmed Implementation of Dijkstra's shortest path algorithm for vehicle routing
title_sort implementation of dijkstra's shortest path algorithm for vehicle routing
publishDate 2017
url http://hdl.handle.net/10356/71551
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