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Conference Paper: An immune inspired algorithm for solving dynamic vehicle dispatching problem in a port container terminal
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TitleAn immune inspired algorithm for solving dynamic vehicle dispatching problem in a port container terminal
 
AuthorsLee, NMY1
Lau, HYK1
Ko, AWY1
 
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/
 
CitationLecture 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?]
DOI: http://dx.doi.org/10.1007/978-3-642-03246-2_30
 
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.
 
ISSN0302-9743
2013 SCImago Journal Rankings: 0.310
 
DOIhttp://dx.doi.org/10.1007/978-3-642-03246-2_30
 
ReferencesReferences in Scopus
 
DC FieldValue
dc.contributor.authorLee, NMY
 
dc.contributor.authorLau, HYK
 
dc.contributor.authorKo, AWY
 
dc.date.accessioned2012-05-29T06:18:33Z
 
dc.date.available2012-05-29T06:18:33Z
 
dc.date.issued2009
 
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.
 
dc.description.natureLink_to_subscribed_fulltext
 
dc.identifier.citationLecture Notes In Computer Science (Including Subseries Lecture Notes In Artificial Intelligence And Lecture Notes In Bioinformatics), 2009, v. 5666 LNCS, p. 329-342 [How to Cite?]
DOI: http://dx.doi.org/10.1007/978-3-642-03246-2_30
 
dc.identifier.doihttp://dx.doi.org/10.1007/978-3-642-03246-2_30
 
dc.identifier.epage342
 
dc.identifier.issn0302-9743
2013 SCImago Journal Rankings: 0.310
 
dc.identifier.scopuseid_2-s2.0-70350348707
 
dc.identifier.spage329
 
dc.identifier.urihttp://hdl.handle.net/10722/148720
 
dc.identifier.volume5666 LNCS
 
dc.languageeng
 
dc.publisherSpringer Verlag. The Journal's web site is located at http://springerlink.com/content/105633/
 
dc.publisher.placeGermany
 
dc.relation.ispartofLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
 
dc.relation.referencesReferences in Scopus
 
dc.subjectCell-mediated immune response
 
dc.subjectStimulation and suppression model
 
dc.subjectVehicle dispatching problem
 
dc.titleAn immune inspired algorithm for solving dynamic vehicle dispatching problem in a port container terminal
 
dc.typeConference_Paper
 
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Author Affiliations
  1. The University of Hong Kong