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...
Saved in:
Main Authors: | , , , , |
---|---|
Format: | Conference or Workshop Item |
Language: | English English |
Published: |
IEEE
2015
|
Subjects: | |
Online Access: | 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 http://irep.iium.edu.my/44249/ http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7307459&tag=1 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
my.iium.irep.44249 |
---|---|
record_format |
dspace |
spelling |
my.iium.irep.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 REM 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 |
institution |
Universiti Islam Antarabangsa Malaysia |
building |
IIUM Library |
collection |
Institutional Repository |
continent |
Asia |
country |
Malaysia |
content_provider |
International Islamic University Malaysia |
content_source |
IIUM Repository (IREP) |
url_provider |
http://irep.iium.edu.my/ |
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/44249/10/44249_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 http://irep.iium.edu.my/44249/ http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7307459&tag=1 |
_version_ |
1643612540723265536 |
score |
13.18916 |