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Conference Paper: A strategic behavioral-based intelligent transport system with artificial immune system

TitleA strategic behavioral-based intelligent transport system with artificial immune system
Authors
Lau, HYKWong, VWK
KeywordsAgent
Artificial Immune System
Automated transport system
Behavioral state
Cooperation
Issue Date2004
PublisherIEEE.
Citation
Conference Proceedings - Ieee International Conference On Systems, Man And Cybernetics, 2004, v. 4, p. 3909-3914 How to Cite?
DOI: http://dx.doi.org/10.1109/ICSMC.2004.1400955
AbstractThis paper presents a distributed control framework based on human immunity to manage, coordinate and schedule a fleet of agents employed in an automated transport system. Through the study of immunology, each agent is abstracted as an independent agent operating in a multi-agent system that carries local information, searches for solution space and exhibits robust behavior to accomplish tasks. The internal behaviors of the AIS agents, which are decided by their perception of the environment, are studied to describe their strategies in performing various operations. Simulations are presented to examine the significance of each behavioral state in every necessary action or step and the impacts of these states on the overall performance of the transport system. The results of the simulations illustrate the importance of each behavioral state and their inter-relationship in establishing a truly decentralized and non-deterministic transport system. © 2004 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/46556
ISSN
1062-922X
2020 SCImago Journal Rankings: 0.168
References
References in Scopus

 

DC FieldValueLanguage
dc.contributor.authorLau, HYKen_HK
dc.contributor.authorWong, VWKen_HK
dc.date.accessioned2007-10-30T06:52:51Z-
dc.date.available2007-10-30T06:52:51Z-
dc.date.issued2004en_HK
dc.identifier.citationConference Proceedings - Ieee International Conference On Systems, Man And Cybernetics, 2004, v. 4, p. 3909-3914en_HK
dc.identifier.issn1062-922Xen_HK
dc.identifier.urihttp://hdl.handle.net/10722/46556-
dc.description.abstractThis paper presents a distributed control framework based on human immunity to manage, coordinate and schedule a fleet of agents employed in an automated transport system. Through the study of immunology, each agent is abstracted as an independent agent operating in a multi-agent system that carries local information, searches for solution space and exhibits robust behavior to accomplish tasks. The internal behaviors of the AIS agents, which are decided by their perception of the environment, are studied to describe their strategies in performing various operations. Simulations are presented to examine the significance of each behavioral state in every necessary action or step and the impacts of these states on the overall performance of the transport system. The results of the simulations illustrate the importance of each behavioral state and their inter-relationship in establishing a truly decentralized and non-deterministic transport system. © 2004 IEEE.en_HK
dc.format.extent508720 bytes-
dc.format.extent2836 bytes-
dc.format.mimetypeapplication/pdf-
dc.format.mimetypetext/plain-
dc.languageengen_HK
dc.publisherIEEE.en_HK
dc.relation.ispartofConference Proceedings - IEEE International Conference on Systems, Man and Cyberneticsen_HK
dc.rights©2004 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.-
dc.subjectAgenten_HK
dc.subjectArtificial Immune Systemen_HK
dc.subjectAutomated transport systemen_HK
dc.subjectBehavioral stateen_HK
dc.subjectCooperationen_HK
dc.titleA strategic behavioral-based intelligent transport system with artificial immune systemen_HK
dc.typeConference_Paperen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1062-922X&volume=4&spage=3909&epage=3914&date=2004&atitle=A+strategic+behavioral-based+intelligent+transport+system+with+artificial+immune+systemen_HK
dc.identifier.emailLau, HYK:hyklau@hkucc.hku.hken_HK
dc.identifier.authorityLau, HYK=rp00137en_HK
dc.description.naturepublished_or_final_versionen_HK
dc.identifier.doi10.1109/ICSMC.2004.1400955en_HK
dc.identifier.scopuseid_2-s2.0-15744399217en_HK
dc.identifier.hkuros107244-
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-15744399217&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume4en_HK
dc.identifier.spage3909en_HK
dc.identifier.epage3914en_HK
dc.publisher.placeUnited Statesen_HK
dc.identifier.scopusauthoridLau, HYK=7201497761en_HK
dc.identifier.scopusauthoridWong, VWK=8314372800en_HK
dc.identifier.issnl1062-922X-

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