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Combining adaptation and optimization in bio-inspired multi-agent manufacturing systems

dc.contributor.authorBarbosa, José
dc.contributor.authorLeitão, Paulo
dc.contributor.authorPereira, Ana I.
dc.date.accessioned2012-03-01T11:22:35Z
dc.date.available2012-03-01T11:22:35Z
dc.date.issued2011
dc.description.abstractGlobal markets impose strong requirements to manufacturing domain in terms of flexibility, robustness and reconfigurability. The multi-agent systems (MAS) paradigm is suitable to handle such requirements, introducing an alternative way to design complex, agile and adaptive systems. However, MAS based solutions may suffer of myopia due to the local optimal decision-making performed by the autonomous distributed agents having a partial knowledge of the problem. This paper depicts the optimization problem in MAS, particularly having in mind the achievement of adaptation, and explores the contributions that biology can offer to handle this issue. Two bio-inspired MAS solutions for routing pallets in a real assembly system are described to illustrate how optimization and adaptation can be combined.por
dc.identifier.citationBarbosa, José; Leitão, Paulo; Pereira, Ana I, (2011). Combining adaptation and optimization in bio-inspired. In Proceedings of the IEEE International Symposium on Industrial Electronics (ISIE’11). Gdansk, Poland. p.1773-1778 .por
dc.identifier.urihttp://hdl.handle.net/10198/6675
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherIEEEpor
dc.subjectMulti-agent systemspor
dc.subjectManufacturing Systemspor
dc.subjectBio-inspirationpor
dc.subjectSelf-organizationpor
dc.titleCombining adaptation and optimization in bio-inspired multi-agent manufacturing systemspor
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceGdansk, Polandpor
oaire.citation.endPage1778por
oaire.citation.startPage1773por
oaire.citation.titleProceedings of the IEEE International Symposium on Industrial Electronics (ISIE’11)por
person.familyNameBarbosa
person.familyNameLeitão
person.familyNamePereira
person.givenNameJosé
person.givenNamePaulo
person.givenNameAna I.
person.identifier609187
person.identifierA-8390-2011
person.identifier.ciencia-id021B-4191-D8A5
person.identifier.ciencia-id8316-8F13-DA71
person.identifier.ciencia-id0716-B7C2-93E4
person.identifier.orcid0000-0003-3151-6686
person.identifier.orcid0000-0002-2151-7944
person.identifier.orcid0000-0003-3803-2043
person.identifier.ridA-5468-2011
person.identifier.ridF-3168-2010
person.identifier.scopus-author-id48360905400
person.identifier.scopus-author-id35584388900
person.identifier.scopus-author-id15071961600
rcaap.rightsrestrictedAccesspor
rcaap.typeconferenceObjectpor
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relation.isAuthorOfPublicatione9981d62-2a2b-4fef-b75e-c2a14b0e7846
relation.isAuthorOfPublication.latestForDiscoverye9981d62-2a2b-4fef-b75e-c2a14b0e7846

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