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Article: An immunity-based distributed multiagent-control framework

TitleAn immunity-based distributed multiagent-control framework
Authors
KeywordsArtificial immune system (AIS)
Complex distributed control
Multiagent system
Issue Date2006
PublisherIEEE.
Citation
IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans, 2006, v. 36 n. 1, p. 91-108 How to Cite?
AbstractThe human immune system is a complex system of cells, molecules, tissues, and diverse organs that can provide us with primary defense against pathogenic organisms. These components are highly interactive and execute the immune response in a coordinated and specilic manner. This paper presents a formal mathematical model of an artificial immune system (AIS)-based control framework. The framework aims to provide an integrated solution to control and coordinate complex distributed systems with a large number of autonomous agents such as automated warehouses, distribution centers, and automated material-handling systems. The control framework consists of a set of AIS agents working in response to the changing environment and the occurrence of tasks. The AIS agents manipulate their capabilities to derive appropriate responses to tackle different problems. A methodology describing the response-manipulation algorithm of the AIS agents and their ability to generate new capabilities is discussed in this paper. Through response manipulation and knowledge building, a self-organized and fully distributed system with agents that are able to adapt and accommodate in a dynamic environment via distributed decision making and interagent communication is achieved. © 2006 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/44868
ISSN
2012 Impact Factor: 2.183
2015 SCImago Journal Rankings: 1.458
ISI Accession Number ID
References

 

DC FieldValueLanguage
dc.contributor.authorLau, HYKen_HK
dc.contributor.authorWong, VWKen_HK
dc.date.accessioned2007-10-30T06:12:06Z-
dc.date.available2007-10-30T06:12:06Z-
dc.date.issued2006en_HK
dc.identifier.citationIEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans, 2006, v. 36 n. 1, p. 91-108en_HK
dc.identifier.issn1083-4427en_HK
dc.identifier.urihttp://hdl.handle.net/10722/44868-
dc.description.abstractThe human immune system is a complex system of cells, molecules, tissues, and diverse organs that can provide us with primary defense against pathogenic organisms. These components are highly interactive and execute the immune response in a coordinated and specilic manner. This paper presents a formal mathematical model of an artificial immune system (AIS)-based control framework. The framework aims to provide an integrated solution to control and coordinate complex distributed systems with a large number of autonomous agents such as automated warehouses, distribution centers, and automated material-handling systems. The control framework consists of a set of AIS agents working in response to the changing environment and the occurrence of tasks. The AIS agents manipulate their capabilities to derive appropriate responses to tackle different problems. A methodology describing the response-manipulation algorithm of the AIS agents and their ability to generate new capabilities is discussed in this paper. Through response manipulation and knowledge building, a self-organized and fully distributed system with agents that are able to adapt and accommodate in a dynamic environment via distributed decision making and interagent communication is achieved. © 2006 IEEE.en_HK
dc.format.extent656766 bytes-
dc.format.extent1794 bytes-
dc.format.mimetypeapplication/pdf-
dc.format.mimetypetext/plain-
dc.languageengen_HK
dc.publisherIEEE.en_HK
dc.relation.ispartofIEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humansen_HK
dc.rights©2006 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.en_HK
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.subjectArtificial immune system (AIS)en_HK
dc.subjectComplex distributed controlen_HK
dc.subjectMultiagent systemen_HK
dc.titleAn immunity-based distributed multiagent-control frameworken_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=1083-4427&volume=36&issue=1&spage=91&epage=108&date=2006&atitle=An+immunity-based+distributed+multiagent-control+frameworken_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/TSMCA.2005.859103en_HK
dc.identifier.scopuseid_2-s2.0-30444461183en_HK
dc.identifier.hkuros119119-
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-30444461183&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume36en_HK
dc.identifier.issue1en_HK
dc.identifier.spage91en_HK
dc.identifier.epage108en_HK
dc.identifier.isiWOS:000234234900008-
dc.publisher.placeUnited Statesen_HK
dc.identifier.scopusauthoridLau, HYK=7201497761en_HK
dc.identifier.scopusauthoridWong, VWK=8314372800en_HK

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