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Multi-agent system specification for distributed scheduling in home health care

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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.accessioned2023-03-02T15:21:33Z
dc.date.available2023-03-02T15:21:33Z
dc.date.issued2021
dc.description.abstractNowadays, scheduling and allocation of resources and tasks becomes a huge and complex challenge to the most diverse industrial areas, markets, services and health. The problem with current scheduling systems is that their management is still done manually or using classical optimization methods (usually static, time-consuming) and centralized approaches. However, opportunities arise to decentralize solutions with smart systems, which enable the distribution of the computational effort, the flexibility of behaviours and the minimization of operating times and operational planning costs. The paper proposes the specification of a Multi-agent System (MAS) for the Home Health Care (HHC) scheduling and allocation. The MAS technology enables the scheduling of intelligent behaviours and functionalities based on the interaction of agents, and allows the evolution of current strategies and algorithms, as it can guarantee the fast response to condition changes, flexibility and responsiveness in existing planning systems. An experimental HHC case study was considered to test the feasibility and effectiveness of the proposed MAS approach, the results demonstrating promising qualitative and quantitative indicators regarding the efficiency and responsiveness of the HHC scheduling. © 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.pt_PT
dc.description.sponsorshipThis work has been supported by FCT – Fundac¸ao 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 (2021). Multi-agent system specification for distributed scheduling in home health care. In 11th International Workshop on Service-oriented, Holonic and Multi-agent Manufacturing Systems for the Industry of the Future, SOHOMA 2021. Clunypt_PT
dc.identifier.doi10.1007/978-3-030-99108-1_6pt_PT
dc.identifier.issn1860949X
dc.identifier.urihttp://hdl.handle.net/10198/27411
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.subjectDistributed schedulingpt_PT
dc.subjectHome health carept_PT
dc.subjectMulti-agent systempt_PT
dc.titleMulti-agent system specification for distributed scheduling in home health carept_PT
dc.typeconference paper
dspace.entity.typePublication
oaire.awardNumberUIDB/00319/2020
oaire.awardNumberUIDB/05757/2020
oaire.awardNumberSFRH/BD/143745/2019
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.conferencePlaceClunypt_PT
oaire.citation.title11th International Workshop on Service-oriented, Holonic and Multi-agent Manufacturing Systems for the Industry of the Future, SOHOMA 2021pt_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
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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.rightsopenAccesspt_PT
rcaap.typeconferenceObjectpt_PT
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