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A genetic algorithm for group formation in elderly communities

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A genetic algorithm for group formation in elderly communities

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dc.contributor.author Alberola Oltra, Juan Miguel es_ES
dc.contributor.author Del Val Noguera, Elena es_ES
dc.contributor.author Araujo, Angelo es_ES
dc.contributor.author Novais, Paulo es_ES
dc.contributor.author Julian Inglada, Vicente Javier es_ES
dc.date.accessioned 2019-09-05T20:05:32Z
dc.date.available 2019-09-05T20:05:32Z
dc.date.issued 2018 es_ES
dc.identifier.issn 0921-7126 es_ES
dc.identifier.uri http://hdl.handle.net/10251/125130
dc.description.abstract [EN] Over the last few years, agent technology has proposed different approaches for the development of systems that support the formation and dynamic management of teams or groups. Following this idea, this paper proposes a model for group formation in elderly communities defining it as a Coalition Structure Generation Problem. Specifically, the proposal has been used to analyse which is the best way to organize older people into activity groups in elderly communities. The model parameters are physical requirements, preferences and social relationships, being the model able to learn from each execution and improve the future configurations. The results show near-optimal solutions to all proposed scenarios, beating greatly the computational time of CPLEX, and flexibility to deal with different scenarios and configurations. es_ES
dc.description.sponsorship This work has been supported by COMPETE: POCI-01-0145-FEDER-007043 and FCT - Fundacao para a Ciencia e Tecnologia within the Project Scope: UID/CEC/00319/2013. A. Costa thanks the FCT - Fundacao para a Ciencia e Tecnologia the Post-Doc scholarship with the Ref. SFRH/BPD/102696/2014. This work is also partially supported by the MINECO/FEDER TIN2017-89156-R and the Post-Doc scholarship with the Ref. SP20170057. es_ES
dc.language Inglés es_ES
dc.publisher IOS Press es_ES
dc.relation.ispartof AI Communications es_ES
dc.rights Reserva de todos los derechos es_ES
dc.subject Genetic algorithm es_ES
dc.subject Group formation es_ES
dc.subject Elderly activities es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title A genetic algorithm for group formation in elderly communities es_ES
dc.type Artículo es_ES
dc.identifier.doi 10.3233/AIC-180771 es_ES
dc.relation.projectID info:eu-repo/grantAgreement/FCT/5876/147280/PT/ALGORITMI Research Centre/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/TIN2017-89156-R/ES/AGENTES INTELIGENTES PARA ASESORAR EN PRIVACIDAD EN REDES SOCIALES/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/WT/Molecular Basis of Cell Function/102696/Cominatorial therapeutics to target the cancer geneome./
dc.relation.projectID info:eu-repo/grantAgreement/UPV//PAID-10-17-SP20170057/ es_ES
dc.relation.projectID info:eu-repo/grantAgreement/FCT//POCI-01-0145-FEDER-007043/
dc.relation.projectID info:eu-repo/grantAgreement/UPV/SP20170057/
dc.rights.accessRights Cerrado es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació es_ES
dc.description.bibliographicCitation Alberola Oltra, JM.; Del Val Noguera, E.; Araujo, A.; Novais, P.; Julian Inglada, VJ. (2018). A genetic algorithm for group formation in elderly communities. AI Communications. 31(5):409-425. https://doi.org/10.3233/AIC-180771 es_ES
dc.description.accrualMethod S es_ES
dc.relation.publisherversion http://doi.org/10.3233/AIC-180771 es_ES
dc.description.upvformatpinicio 409 es_ES
dc.description.upvformatpfin 425 es_ES
dc.type.version info:eu-repo/semantics/publishedVersion es_ES
dc.description.volume 31 es_ES
dc.description.issue 5 es_ES
dc.relation.pasarela S\374193 es_ES
dc.contributor.funder Agencia Estatal de Investigación es_ES
dc.contributor.funder European Regional Development Fund
dc.contributor.funder Fundação para a Ciência e a Tecnologia, Portugal
dc.contributor.funder Ministerio de Economía y Competitividad
dc.contributor.funder Universitat Politècnica de València


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