False-alarm and non-detection probabilities for on-line quality control via HMM

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Autor(es): dc.creatorDorea, Chang Chung Yu-
Autor(es): dc.creatorGonçalves, Cátia Regina-
Autor(es): dc.creatorMedeiros, Pledson Guedes de-
Autor(es): dc.creatorSantos, Walter Batista dos-
Data de aceite: dc.date.accessioned2021-10-14T17:21:55Z-
Data de disponibilização: dc.date.available2021-10-14T17:21:55Z-
Data de envio: dc.date.issued2013-04-09-
Data de envio: dc.date.issued2013-04-09-
Data de envio: dc.date.issued2012-
Fonte completa do material: dc.identifierhttp://repositorio.unb.br/handle/10482/12761-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/capes/606157-
Descrição: dc.descriptionOn-line quality control during production calls for monitoring produced items according to some prescribed strategy. It is reasonable to assume the existence of system internal non-observable variables so that the carried out monitoring is only partially reliable. In this note, under the setting of a Hidden Markov Model (HMM) and assuming that the evolution of the internal state changes are governed by a two-state Markov chain, we derive estimates for false-alarm and non-detection malfunctioning probabilities. Kernel density methods are used to approximate the stable regime density and the stationary probabilities. As a side result, alternative monitoring strategies are proposed.-
Formato: dc.formatapplication/pdf-
Publicador: dc.publisherHikari Ltd-
Direitos: dc.rightsAcesso Aberto-
Direitos: dc.rightsInternational Journal Of Mathematical Analysis – Esta licenciada com uma licença Creative Commons (Attribution 3.0 Unported (CC BY 3.0)). Fonte: http://www.m-hikari.com/ijma/index.html. Acesso em: 22 mar. 2013.-
Palavras-chave: dc.subjectAnálise numérica-
Palavras-chave: dc.subjectProcesso estocástico-
Palavras-chave: dc.subjectProcessos de Markov-
Palavras-chave: dc.subjectProcessos de Markov - soluções numéricas-
Título: dc.titleFalse-alarm and non-detection probabilities for on-line quality control via HMM-
Tipo de arquivo: dc.typelivro digital-
Aparece nas coleções:Repositório Institucional – UNB

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