Repository logo
 
Publication

Conceptual multi-agent system design for distributed scheduling systems

dc.contributor.authorAlves, Filipe
dc.contributor.authorRocha, Ana Maria A.C.
dc.contributor.authorPereira, Ana I.
dc.contributor.authorLeitão, Paulo
dc.date.accessioned2023-03-20T15:57:42Z
dc.date.available2023-03-20T15:57:42Z
dc.date.issued2023
dc.description.abstractWith the progressive increase in the complexity of dynamic environments, systems require an evolutionary configuration and optimization to meet the increased demand. In this sense, any change in the conditions of systems or products may require distributed scheduling and resource allocation of more elementary services. Centralized approaches might fall into bottleneck issues, becoming complex to adapt, especially in case of unexpected events. Thus, Multi-agent systems (MAS) can extract their automatic and autonomous behaviour to enhance the task effort distribution and support the scheduling decision-making. On the other hand, MAS is able to obtain quick solutions, through cooperation and smart control by agents, empowered by their coordination and interoperability. By leveraging an architecture that benefits of a collaboration with distributed artificial intelligence, it is proposed an approach based on a conceptual MAS design that allows distributed and intelligent management to promote technological innovation in basic concepts of society for more sustainable in everyday applications for domains with emerging needs, such as, manufacturing and healthcare scheduling systems.pt_PT
dc.description.sponsorshipThis work has been supported by FCT - Fundação para a Ciência e a Tecnologia within the R&D Units Projects Scope: UIDB/00319/2020 and UIDB/05757/2020. Filipe Alves is supported by FCT Doctorate Grant Reference SFRH/BD/143745/2019.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationAlves, Filipe Maria A. C.; Rocha, Ana; Pereira, Ana I.; Leitão, Paulo (2022). Conceptual multi-agent system design for distributed scheduling systems. In Manupati, Vijaya; Putnic, Goran; Varela, Maria (Eds.) Smart and Sustaibility Manufacturing Systems for Industry 4.0. p. 129 - 148. ISBN 9780367643027pt_PT
dc.identifier.isbn9780367643027
dc.identifier.urihttp://hdl.handle.net/10198/27870
dc.language.isoengpt_PT
dc.relationALGORITMI Research Center
dc.relationResearch Centre in Digitalization and Intelligent Robotics
dc.relationDistributed scheduling based on multi-agent system: a swarm approach for collaborative optimization
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectMulti-agent systempt_PT
dc.subjectDistributed schedulingpt_PT
dc.subjectDecision-makingpt_PT
dc.titleConceptual multi-agent system design for distributed scheduling systemspt_PT
dc.typebook part
dspace.entity.typePublication
oaire.awardTitleALGORITMI Research Center
oaire.awardTitleResearch Centre in Digitalization and Intelligent Robotics
oaire.awardTitleDistributed scheduling based on multi-agent system: a swarm approach for collaborative optimization
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F00319%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F05757%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/POR_NORTE/SFRH%2FBD%2F143745%2F2019/PT
oaire.citation.endPage148pt_PT
oaire.citation.startPage129pt_PT
oaire.citation.titleSmart and Sustaibility Manufacturing Systems for Industry 4.0pt_PT
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStreamPOR_NORTE
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
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.rightsrestrictedAccesspt_PT
rcaap.typebookPartpt_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
relation.isProjectOfPublication0d98f999-8fd3-46a8-8a71-a7ff478a1207
relation.isProjectOfPublication6e01ddc8-6a82-4131-bca6-84789fa234bd
relation.isProjectOfPublication169f1398-7da6-4fa1-906b-de5ea2c8205e
relation.isProjectOfPublication.latestForDiscovery169f1398-7da6-4fa1-906b-de5ea2c8205e

Files

Original bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
Coceptual.pdf
Size:
833.64 KB
Format:
Adobe Portable Document Format
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.75 KB
Format:
Item-specific license agreed upon to submission
Description: