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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
Lecture Notes In Computer Science (Including Subseries Lecture Notes In Artificial Intelligence And Lecture Notes In Bioinformatics), 2009, v. 5666 LNCS, 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.
Persistent Identifierhttp://hdl.handle.net/10722/148720
ISSN
2014 SCImago Journal Rankings: 0.339
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.citationLecture Notes In Computer Science (Including Subseries Lecture Notes In Artificial Intelligence And Lecture Notes In Bioinformatics), 2009, v. 5666 LNCS, p. 329-342en_HK
dc.identifier.issn0302-9743en_HK
dc.identifier.urihttp://hdl.handle.net/10722/148720-
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 Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)en_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.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-70350348707&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume5666 LNCSen_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

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