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A hybrid approach to operational planning in home health care

2023Conference paper Open access
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dc.contributor.authorAlves, Filipe
dc.contributor.authorDuarte, António
dc.contributor.authorRocha, Ana Maria A.C.
dc.contributor.authorPereira, Ana I.
dc.contributor.authorLeitão, Paulo
dc.date.accessioned2023-02-28T11:14:59Z
dc.date.available2023-02-28T11:14:59Z
dc.date.issued2023
dc.description.abstractHome health care (HHC) management needs to plan their operations to synchronize professionals and allocate resources to perform several HHC services needed by patients. The growing demand for this type of service dictates the interest of all the stakeholders (professionalsand patients) in finding high-quality daily solutions and logistics. Routing and scheduling are problems of combinatorial nature, extremely complex, and require sophisticated optimization approaches. This work aims to contribute to cost-efficient decision-making in the general improvement of the service quality. Thus, a mixed integer linear programming model, a genetic algorithm, and a hybrid approach were used to solve the operational planning through test instances of different sizes for public home care providers. Computational results are presented, followed by a discussion on the advantages and shortcomings, highlighting the strength of each approach.pt_PT
dc.description.sponsorshipThe authors are grateful to the Foundation for Science and Technology (FCT, Portugal) for financial support through national funds FCT/MCTES (PIDDAC) to CeDRI (UIDB/05757/2020 and UIDP/05757/2020), SusTEC (LA/P/0007/2021) and ALGORITMI Center (UIDB/00319/2020). Filipe Alves thanks the Foundation for Science and Technology (FCT, Portugal) for supporting its research with the PhD grant SFRH/BD/143745/2019.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationAlves, Filipe; Duarte, António J.S.T.; Rocha, Ana Maria A.C.; Pereira, Ana I.; Leitão, Paulo (2023). A hybrid approach to operational planning in home health car. In 2nd International Conference on Optimization, Learning Algorithms and Applications, OL2A 2022. Bragançapt_PT
dc.identifier.urihttp://hdl.handle.net/10198/27283
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.relationResearch Centre in Digitalization and Intelligent Robotics
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.subjectHome health carept_PT
dc.subjectOptimizationpt_PT
dc.subjectMILPpt_PT
dc.subjectGenetic algorithmpt_PT
dc.titleA hybrid approach to operational planning in home health carept_PT
dc.typeconference paper
dspace.entity.typePublication
oaire.awardTitleResearch Centre in Digitalization and Intelligent Robotics
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%2F05757%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F05757%2F2020/PT
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/POR_NORTE/SFRH%2FBD%2F143745%2F2019/PT
oaire.citation.conferencePlaceBragançapt_PT
oaire.citation.title2nd International Conference on Optimization, Learning Algorithms and Applications, OL2A 2022pt_PT
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStream6817 - DCRRNI ID
oaire.fundingStreamPOR_NORTE
person.familyNameAlves
person.familyNameDuarte
person.familyNamePereira
person.familyNameLeitão
person.givenNameFilipe
person.givenNameAntónio
person.givenNameAna I.
person.givenNamePaulo
person.identifierA-8390-2011
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person.identifier.orcid0000-0002-8387-391X
person.identifier.orcid0000-0003-3759-3850
person.identifier.orcid0000-0003-3803-2043
person.identifier.orcid0000-0002-2151-7944
person.identifier.ridV-5791-2017
person.identifier.ridH-4473-2011
person.identifier.ridF-3168-2010
person.identifier.scopus-author-id57195267974
person.identifier.scopus-author-id36967901400
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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