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Adaptive routing in packet-switched networks using agents updating methods

This paper investigates a non-trivial, multi-objective and multi-constraint routing optimisation problem for dynamic packet-switched networks. The research adopts the application of the ant colony optimisation process into routing and congestion control in telecommunication networks. This paper sugg...

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Main Authors: Saleh, Mohammad, Abd Ghani, Abdul Azim
Format: Article
Language:English
Published: Faculty of Computer Science and Information Technology, University of Malaya 2003
Online Access:http://psasir.upm.edu.my/id/eprint/49481/1/Adaptive%20routing%20in%20packet-switched%20networks%20using%20agents%20updating%20methods.pdf
http://psasir.upm.edu.my/id/eprint/49481/
http://e-journal.um.edu.my/publish/MJCS/144-159
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spelling my.upm.eprints.494812016-12-30T03:07:15Z http://psasir.upm.edu.my/id/eprint/49481/ Adaptive routing in packet-switched networks using agents updating methods Saleh, Mohammad Abd Ghani, Abdul Azim This paper investigates a non-trivial, multi-objective and multi-constraint routing optimisation problem for dynamic packet-switched networks. The research adopts the application of the ant colony optimisation process into routing and congestion control in telecommunication networks. This paper suggests the use of epochal updating in conjunction with modified incremental updating to update the routing table in each switching node. The resulting new approach is called the For/Backward approach. Three updating methods (Forward, Backword, For/Backword) are simulated over a packet-switched network, representing Malaysian Backbone Network, using different combinations of traffic and geographical traffic patterns. The simulation results show a clear improvement on network performance (less average packet delay and greater throughput) using the For/Backward approach compared to the Forward and Backward methods. Furthermore, the behavior of the Forward and Backward methods is studied for inconsistency of behavior. Faculty of Computer Science and Information Technology, University of Malaya 2003 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/49481/1/Adaptive%20routing%20in%20packet-switched%20networks%20using%20agents%20updating%20methods.pdf Saleh, Mohammad and Abd Ghani, Abdul Azim (2003) Adaptive routing in packet-switched networks using agents updating methods. Malaysian Journal of Computer Science, 16 (2). pp. 1-10. ISSN 0127-9084 http://e-journal.um.edu.my/publish/MJCS/144-159
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description This paper investigates a non-trivial, multi-objective and multi-constraint routing optimisation problem for dynamic packet-switched networks. The research adopts the application of the ant colony optimisation process into routing and congestion control in telecommunication networks. This paper suggests the use of epochal updating in conjunction with modified incremental updating to update the routing table in each switching node. The resulting new approach is called the For/Backward approach. Three updating methods (Forward, Backword, For/Backword) are simulated over a packet-switched network, representing Malaysian Backbone Network, using different combinations of traffic and geographical traffic patterns. The simulation results show a clear improvement on network performance (less average packet delay and greater throughput) using the For/Backward approach compared to the Forward and Backward methods. Furthermore, the behavior of the Forward and Backward methods is studied for inconsistency of behavior.
format Article
author Saleh, Mohammad
Abd Ghani, Abdul Azim
spellingShingle Saleh, Mohammad
Abd Ghani, Abdul Azim
Adaptive routing in packet-switched networks using agents updating methods
author_facet Saleh, Mohammad
Abd Ghani, Abdul Azim
author_sort Saleh, Mohammad
title Adaptive routing in packet-switched networks using agents updating methods
title_short Adaptive routing in packet-switched networks using agents updating methods
title_full Adaptive routing in packet-switched networks using agents updating methods
title_fullStr Adaptive routing in packet-switched networks using agents updating methods
title_full_unstemmed Adaptive routing in packet-switched networks using agents updating methods
title_sort adaptive routing in packet-switched networks using agents updating methods
publisher Faculty of Computer Science and Information Technology, University of Malaya
publishDate 2003
url http://psasir.upm.edu.my/id/eprint/49481/1/Adaptive%20routing%20in%20packet-switched%20networks%20using%20agents%20updating%20methods.pdf
http://psasir.upm.edu.my/id/eprint/49481/
http://e-journal.um.edu.my/publish/MJCS/144-159
_version_ 1643834379725701120
score 13.211869

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