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A fuzzy logic model to evaluate the lean level of an organization

2017-09Journal article Restricted access
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dc.contributor.authorAbreu, António
dc.contributor.authorCalado, João Manuel Ferreira
dc.date.accessioned2017-11-17T11:52:22Z
dc.date.available2017-11-17T11:52:22Z
dc.date.issued2017-09
dc.description.abstractThis paper is concerned with the development of a holistic fuzzy logic model to evaluate the lean thinking environment in an organization. The development of such a model was based on a qualitative assessment approach, including quantitative basis, whose development has been based on fuzzy logic reasoning. Recourse to the use of fuzzy logic is justified by its ability to cope with uncertainty and imprecision on the input data, as well as, could be applied to the analysis of qualitative variables of a system, turning them into quantitative values. The proposed approach was structured with the aim of to achieve a model able to cope with the specificities ofany kind of organization regardless of their nature, size, strategy and market positioning. Furthermore, the proposed methodology allows the systematically identification of constraint factors existing in an organization and, thus, provide the necessary information to the manager to develop a holistic plan for continuous improvement. To evaluate the robustness of the proposed approach, the methodology was applied to a maintenance and manufacturing aeronautical organization.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationABREU, A.; CALADO, J. M. F. – A fuzzy logic model to evaluate the lean level of an organization. International Journal of Artificial Intelligence and Applications (IJAIA). ISSN 0976-2191. Vol. 8, N.º 5 (2017), pp. 59-76.pt_PT
dc.identifier.issn0975-900X
dc.identifier.issn0976-2191
dc.identifier.urihttp://hdl.handle.net/10400.21/7543
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherInternational Journal of Artificial Intelligence and Applications (IJAIA)pt_PT
dc.relation.publisherversionhttp://aircconline.com/ijaia/V8N5/8517ijaia05.pdfpt_PT
dc.subjectData-driven modelspt_PT
dc.subjectQuantitative modelspt_PT
dc.subjectQualitative modelspt_PT
dc.subjectFuzzy logicpt_PT
dc.subjectLean thinkingpt_PT
dc.titleA fuzzy logic model to evaluate the lean level of an organizationpt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage76pt_PT
oaire.citation.issue5pt_PT
oaire.citation.startPage59pt_PT
oaire.citation.volume8pt_PT
person.familyNameAbreu
person.familyNameCalado
person.givenNameAntónio
person.givenNameJoão
person.identifier1829666
person.identifier370725
person.identifier.ciencia-idF51F-F42E-3D57
person.identifier.ciencia-idB518-93E3-E7AB
person.identifier.orcid0000-0001-8839-5606
person.identifier.orcid0000-0001-6628-4657
person.identifier.ridD-3964-2014
person.identifier.ridM-4167-2013
person.identifier.scopus-author-id57218315486
person.identifier.scopus-author-id7006897277
rcaap.rightsclosedAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublication2e303e99-df37-4381-bf3c-0ab7fc69703c
relation.isAuthorOfPublication602b1546-f4f1-4cd5-8d29-d835d54c9bd6
relation.isAuthorOfPublication.latestForDiscovery2e303e99-df37-4381-bf3c-0ab7fc69703c

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