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Article: Fuzzy goal-programming model with an artificial immune system (AIS) approach for a machine tool selection and operation allocation problem in a flexible manufacturing system

TitleFuzzy goal-programming model with an artificial immune system (AIS) approach for a machine tool selection and operation allocation problem in a flexible manufacturing system
Authors
KeywordsArtificial immune system
Flexible manufacturing system
Fuzzy goal-programming
Machine tool selection
Operation allocation
Issue Date2005
PublisherTaylor & Francis Ltd. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/00207543.asp
Citation
International Journal Of Production Research, 2005, v. 43 n. 19, p. 4147-4163 How to Cite?
AbstractSome of the important planning problems that need realistic modelling and a quicker solution, especially in automated manufacturing systems, have recently assumed greater significance. In real-life industrial applications, the existing models considering deterministic situations fail as the true language adopted by foremen and technicians are fuzzy in nature. Thus, to map the situation on the shop floor to arrive at a real-time solution of this kind of tactical planning problem, it is essential to adopt fuzzy-based multi-objective goals so as to express the target desired by the management of business enterprises. This paper presents a fuzzy goal-programming approach to model the machine tool selection and operation allocation problem of flexible manufacturing systems. The model is optimized using an approach based on artificial immune systems and the results of the computational experiments are reported. © 2005 Taylor & Francis Group Ltd.
Persistent Identifierhttp://hdl.handle.net/10722/74526
ISSN
2023 Impact Factor: 7.0
2023 SCImago Journal Rankings: 2.668
ISI Accession Number ID
References

 

DC FieldValueLanguage
dc.contributor.authorChan, FTSen_HK
dc.contributor.authorSwarnkar, Ren_HK
dc.contributor.authorTiwari, MKen_HK
dc.date.accessioned2010-09-06T07:02:12Z-
dc.date.available2010-09-06T07:02:12Z-
dc.date.issued2005en_HK
dc.identifier.citationInternational Journal Of Production Research, 2005, v. 43 n. 19, p. 4147-4163en_HK
dc.identifier.issn0020-7543en_HK
dc.identifier.urihttp://hdl.handle.net/10722/74526-
dc.description.abstractSome of the important planning problems that need realistic modelling and a quicker solution, especially in automated manufacturing systems, have recently assumed greater significance. In real-life industrial applications, the existing models considering deterministic situations fail as the true language adopted by foremen and technicians are fuzzy in nature. Thus, to map the situation on the shop floor to arrive at a real-time solution of this kind of tactical planning problem, it is essential to adopt fuzzy-based multi-objective goals so as to express the target desired by the management of business enterprises. This paper presents a fuzzy goal-programming approach to model the machine tool selection and operation allocation problem of flexible manufacturing systems. The model is optimized using an approach based on artificial immune systems and the results of the computational experiments are reported. © 2005 Taylor & Francis Group Ltd.en_HK
dc.languageengen_HK
dc.publisherTaylor & Francis Ltd. The Journal's web site is located at http://www.tandf.co.uk/journals/titles/00207543.aspen_HK
dc.relation.ispartofInternational Journal of Production Researchen_HK
dc.subjectArtificial immune systemen_HK
dc.subjectFlexible manufacturing systemen_HK
dc.subjectFuzzy goal-programmingen_HK
dc.subjectMachine tool selectionen_HK
dc.subjectOperation allocationen_HK
dc.titleFuzzy goal-programming model with an artificial immune system (AIS) approach for a machine tool selection and operation allocation problem in a flexible manufacturing systemen_HK
dc.typeArticleen_HK
dc.identifier.openurlhttp://library.hku.hk:4550/resserv?sid=HKU:IR&issn=0020-7543&volume=43&issue=19&spage=4147&epage=4163&date=2005&atitle=Fuzzy+goal-programming+model+with+an+artificial+immune+system+(AIS)+approach+for+a+machine+tool+selection+and+operation+allocation+problem+in+a+flexible+manufacturing+systemen_HK
dc.identifier.emailChan, FTS: ftschan@hkucc.hku.hken_HK
dc.identifier.authorityChan, FTS=rp00090en_HK
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1080/00207540500140823en_HK
dc.identifier.scopuseid_2-s2.0-27844479532en_HK
dc.identifier.hkuros100490en_HK
dc.relation.referenceshttp://www.scopus.com/mlt/select.url?eid=2-s2.0-27844479532&selection=ref&src=s&origin=recordpageen_HK
dc.identifier.volume43en_HK
dc.identifier.issue19en_HK
dc.identifier.spage4147en_HK
dc.identifier.epage4163en_HK
dc.identifier.isiWOS:000231394200010-
dc.publisher.placeUnited Kingdomen_HK
dc.identifier.scopusauthoridChan, FTS=7202586517en_HK
dc.identifier.scopusauthoridSwarnkar, R=8454361100en_HK
dc.identifier.scopusauthoridTiwari, MK=35427952100en_HK
dc.identifier.issnl0020-7543-

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