A PSO based transportation network design optimization of the mega city Dhaka

Transportation network is a key issue for urban areas and is require to update to fulfill the growing demand modifying existing road(s) and/or constructing new road(s) considering various constraints. In general, transportation network design problem (TNDP) concerns optimal selection of several p...

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Main Authors:	Akhand, M. A. H, Shill, P.C., Sabuj, M. S., Afrin, Z., Rahman, M.M. Hafizur
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2015
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://irep.iium.edu.my/44249/ http://irep.iium.edu.my/44249/ http://irep.iium.edu.my/44249/ http://irep.iium.edu.my/44249/10/44249_A_PSO_based_transportation_network_design_optimization_of_the_mega_city_Dhaka_Fullarticle.pdf http://irep.iium.edu.my/44249/13/44249_A%20PSO%20based%20transportation%20network_scopus.pdf

id	iium-44249
recordtype	eprints
spelling	iium-442492017-09-18T07:36:11Z http://irep.iium.edu.my/44249/ A PSO based transportation network design optimization of the mega city Dhaka Akhand, M. A. H Shill, P.C. Sabuj, M. S. Afrin, Z. Rahman, M.M. Hafizur TK Electrical engineering. Electronics Nuclear engineering Transportation network is a key issue for urban areas and is require to update to fulfill the growing demand modifying existing road(s) and/or constructing new road(s) considering various constraints. In general, transportation network design problem (TNDP) concerns optimal selection of several projects from various alternative proposed projects (with estimated costs) maintaining associated constraints to ensure benefit versus cost. Various approaches have been investigated to solve TNDP in last several decades. Recently, particle swarm optimization (PSO) based method is shown to outperform other methods. However, the most of the existing methods, including PSO, tested on the small scale TNDP. Therefore, the aim of this study is to identify the effectiveness of the PSO based method for a mega city heaving large number nodes and arcs. The mega city considered in this study is Dhaka, the capital of Bangladesh. The experiment has been conducted on the roughly estimated data for exiting network as well as proposed projects. Experimental results for revealed that the method able to select projects for optimal (or near optimal) utilization of a given budget amount. The selected projects are seem to be effective to increase traffic flow while observe on the schematic diagram of the road network. IEEE 2015-05-21 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/44249/10/44249_A_PSO_based_transportation_network_design_optimization_of_the_mega_city_Dhaka_Fullarticle.pdf application/pdf en http://irep.iium.edu.my/44249/13/44249_A%20PSO%20based%20transportation%20network_scopus.pdf Akhand, M. A. H and Shill, P.C. and Sabuj, M. S. and Afrin, Z. and Rahman, M.M. Hafizur (2015) A PSO based transportation network design optimization of the mega city Dhaka. In: 2nd International Conference on Electrical Engineering and Information & Communication Technology, 21st-23rd May 2015, Dhaka, Bangladesh. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7307459&tag=1 10.1109/ICEEICT.2015.7307459
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Akhand, M. A. H Shill, P.C. Sabuj, M. S. Afrin, Z. Rahman, M.M. Hafizur A PSO based transportation network design optimization of the mega city Dhaka
description	Transportation network is a key issue for urban areas and is require to update to fulfill the growing demand modifying existing road(s) and/or constructing new road(s) considering various constraints. In general, transportation network design problem (TNDP) concerns optimal selection of several projects from various alternative proposed projects (with estimated costs) maintaining associated constraints to ensure benefit versus cost. Various approaches have been investigated to solve TNDP in last several decades. Recently, particle swarm optimization (PSO) based method is shown to outperform other methods. However, the most of the existing methods, including PSO, tested on the small scale TNDP. Therefore, the aim of this study is to identify the effectiveness of the PSO based method for a mega city heaving large number nodes and arcs. The mega city considered in this study is Dhaka, the capital of Bangladesh. The experiment has been conducted on the roughly estimated data for exiting network as well as proposed projects. Experimental results for revealed that the method able to select projects for optimal (or near optimal) utilization of a given budget amount. The selected projects are seem to be effective to increase traffic flow while observe on the schematic diagram of the road network.
format	Conference or Workshop Item
author	Akhand, M. A. H Shill, P.C. Sabuj, M. S. Afrin, Z. Rahman, M.M. Hafizur
author_facet	Akhand, M. A. H Shill, P.C. Sabuj, M. S. Afrin, Z. Rahman, M.M. Hafizur
author_sort	Akhand, M. A. H
title	A PSO based transportation network design optimization of the mega city Dhaka
title_short	A PSO based transportation network design optimization of the mega city Dhaka
title_full	A PSO based transportation network design optimization of the mega city Dhaka
title_fullStr	A PSO based transportation network design optimization of the mega city Dhaka
title_full_unstemmed	A PSO based transportation network design optimization of the mega city Dhaka
title_sort	pso based transportation network design optimization of the mega city dhaka
publisher	IEEE
publishDate	2015
url	http://irep.iium.edu.my/44249/ http://irep.iium.edu.my/44249/ http://irep.iium.edu.my/44249/ http://irep.iium.edu.my/44249/10/44249_A_PSO_based_transportation_network_design_optimization_of_the_mega_city_Dhaka_Fullarticle.pdf http://irep.iium.edu.my/44249/13/44249_A%20PSO%20based%20transportation%20network_scopus.pdf
first_indexed	2023-09-18T21:02:56Z
last_indexed	2023-09-18T21:02:56Z
_version_	1777410744240832512

A PSO based transportation network design optimization of the mega city Dhaka

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