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Conference Paper: An immune inspired algorithm for solving dynamic vehicle dispatching problem in a port container terminal

TitleAn immune inspired algorithm for solving dynamic vehicle dispatching problem in a port container terminal
Authors
KeywordsCell-mediated immune response
Stimulation and suppression model
Vehicle dispatching problem
Issue Date2009
PublisherSpringer Verlag. The Journal's web site is located at http://springerlink.com/content/105633/
Citation
The 8th International Conference on Artificial Immune Systems (ICARIS 2009), York, UK., 9-12 August 2009. In Lecture Notes In Computer Science, 2009, v. 5666, p. 329-342 How to Cite?
AbstractA typical Vehicle Dispatching Problem (VDP) for a port container terminal often involves offline resource allocation and is often successfully solved by heuristics algorithms. In this research, an autonomous and decentralized vehicle dispatching algorithm is proposed in which the algorithm is inspired by the human immune system. Specifically, the proposed algorithm is inspired by the cell-mediate immune response of T-cells that possess the capability of exploring the environment and providing an adaptive and specific immune response to the invading antigens. We conduct extensive simulation studies to study the performance of the algorithm in solving a typical vehicle dispatch problem derived from realistic terminal configurations and operational constraints. The results show good vehicle utilization and low computational cost when comparing with a GA-based algorithm. © 2009 Springer.
DescriptionLNCS v. 5666 entitled: Artificial Immune Systems: 8th International Conference, ICARIS 2009, York, UK, August 9-12, 2009. Proceedings
Persistent Identifierhttp://hdl.handle.net/10722/148720
ISSN
2005 Impact Factor: 0.402
2015 SCImago Journal Rankings: 0.252
References

 

DC FieldValueLanguage
dc.contributor.authorLee, NMYen_HK
dc.contributor.authorLau, HYKen_HK
dc.contributor.authorKo, AWYen_HK
dc.date.accessioned2012-05-29T06:18:33Z-
dc.date.available2012-05-29T06:18:33Z-
dc.date.issued2009en_HK
dc.identifier.citationThe 8th International Conference on Artificial Immune Systems (ICARIS 2009), York, UK., 9-12 August 2009. In Lecture Notes In Computer Science, 2009, v. 5666, p. 329-342en_HK
dc.identifier.issn0302-9743en_HK
dc.identifier.urihttp://hdl.handle.net/10722/148720-
dc.descriptionLNCS v. 5666 entitled: Artificial Immune Systems: 8th International Conference, ICARIS 2009, York, UK, August 9-12, 2009. Proceedings-
dc.description.abstractA typical Vehicle Dispatching Problem (VDP) for a port container terminal often involves offline resource allocation and is often successfully solved by heuristics algorithms. In this research, an autonomous and decentralized vehicle dispatching algorithm is proposed in which the algorithm is inspired by the human immune system. Specifically, the proposed algorithm is inspired by the cell-mediate immune response of T-cells that possess the capability of exploring the environment and providing an adaptive and specific immune response to the invading antigens. We conduct extensive simulation studies to study the performance of the algorithm in solving a typical vehicle dispatch problem derived from realistic terminal configurations and operational constraints. The results show good vehicle utilization and low computational cost when comparing with a GA-based algorithm. © 2009 Springer.en_HK
dc.languageengen_US
dc.publisherSpringer Verlag. The Journal's web site is located at http://springerlink.com/content/105633/en_HK
dc.relation.ispartofLecture Notes in Computer Scienceen_HK
dc.subjectCell-mediated immune responseen_HK
dc.subjectStimulation and suppression modelen_HK
dc.subjectVehicle dispatching problemen_HK
dc.titleAn immune inspired algorithm for solving dynamic vehicle dispatching problem in a port container terminalen_HK
dc.typeConference_Paperen_HK
dc.identifier.emailLau, HYK: hyklau@hkucc.hku.hken_HK
dc.identifier.emailKo, AWY: albertko@hku.hken_HK
dc.identifier.authorityLau, HYK=rp00137en_HK
dc.identifier.authorityKo, AWY=rp00124en_HK
dc.description.naturelink_to_subscribed_fulltexten_US
dc.identifier.doi10.1007/978-3-642-03246-2_30en_HK
dc.identifier.scopuseid_2-s2.0-70350348707en_HK
dc.identifier.hkuros160523-
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-70350348707&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume5666en_HK
dc.identifier.spage329en_HK
dc.identifier.epage342en_HK
dc.publisher.placeGermanyen_HK
dc.identifier.scopusauthoridLee, NMY=24773557900en_HK
dc.identifier.scopusauthoridLau, HYK=7201497761en_HK
dc.identifier.scopusauthoridKo, AWY=22334217900en_HK
dc.customcontrol.immutablesml 160106 - merged-

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