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Distributed scheduling based on multi-agent systems and optimization methods

2019Conference paper Restricted access
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dc.contributor.authorAlves, Filipe
dc.contributor.authorRocha, Ana Maria A.C.
dc.contributor.authorPereira, Ana I.
dc.contributor.authorLeitão, Paulo
dc.date.accessioned2020-03-12T14:43:38Z
dc.date.available2020-03-12T14:43:38Z
dc.date.issued2019
dc.description.abstractThe increasing relevance of complex systems in dynamic environments has received special attention during the last decade from the researchers. Such systems need to satisfy products or clients desires, which, after accomplished might change, becoming a very dynamic situation. Currently, decentralized approaches could assist in the automation of dynamic scheduling, based on the distribution of control functions over a swarm network of decision-making entities. Distributed scheduling, in an automatic manner, can be answered by a service coordination architecture of the different schedule components. However, it is necessary to introduce the control layer in the solution, encapsulating an intelligent service that merge agents with optimization methods. Multi-agent systems (MAS) can be combined with several optimization methods to extract the best of the two worlds: the intelligent control, cooperation and autonomy provided by MAS solutions and the optimum offered by optimization methods. The proposal intends to test the intelligent management of the schedule composition quality, in two case studies namely, manufacturing and home health care.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationAlves, Filipe; Rocha, Ana Maria A.C.; Pereira, Ana I.; Leitao, Paulo (2019). Distributed scheduling based on multi-agent systems and optimization methods. In 17th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2019. Ávila; Spainpt_PT
dc.identifier.doi10.1007/978-3-030-24299-2_27pt_PT
dc.identifier.urihttp://hdl.handle.net/10198/20944
dc.language.isoengpt_PT
dc.relationProjects Scope: UID/CEC/00319/2019.pt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectManufacturept_PT
dc.subjectHolonic manufacturingpt_PT
dc.subjectMulti-agent systemspt_PT
dc.titleDistributed scheduling based on multi-agent systems and optimization methodspt_PT
dc.typeconference paper
dspace.entity.typePublication
oaire.citation.conferencePlaceÁvila; Spainpt_PT
oaire.citation.endPage317pt_PT
oaire.citation.startPage313pt_PT
oaire.citation.title17th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2019pt_PT
oaire.citation.volume1047pt_PT
person.familyNameAlves
person.familyNamePereira
person.familyNameLeitão
person.givenNameFilipe
person.givenNameAna I.
person.givenNamePaulo
person.identifierA-8390-2011
person.identifier.ciencia-idDF1B-F14B-A8BC
person.identifier.ciencia-id0716-B7C2-93E4
person.identifier.ciencia-id8316-8F13-DA71
person.identifier.orcid0000-0002-8387-391X
person.identifier.orcid0000-0003-3803-2043
person.identifier.orcid0000-0002-2151-7944
person.identifier.ridV-5791-2017
person.identifier.ridF-3168-2010
person.identifier.scopus-author-id57195267974
person.identifier.scopus-author-id15071961600
person.identifier.scopus-author-id35584388900
rcaap.rightsrestrictedAccesspt_PT
rcaap.typeconferenceObjectpt_PT
relation.isAuthorOfPublication200d05f8-7834-47d4-872d-1b6b82a323d2
relation.isAuthorOfPublicatione9981d62-2a2b-4fef-b75e-c2a14b0e7846
relation.isAuthorOfPublication68d9eb25-ad4f-439b-aeb2-35e8708644cc
relation.isAuthorOfPublication.latestForDiscovery200d05f8-7834-47d4-872d-1b6b82a323d2

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