Please use this identifier to cite or link to this item: http://repositorio.unicamp.br/jspui/handle/REPOSIP/101418
Type: Artigo de periódico
Title: Aplication Of Genetic Algorithms In The Variable Selection In Mid Infrared Spectroscopy. Simultaneous Determination Of Glucose, Maltose And Fructose [aplicação De Algoritmos Genéticos Na Seleção De Variáveis Em Espectroscopia No Infravermelho Médio. Determinação Simultânea De Glicose, Maltose E Frutose]
Author: Da Costa Filho P.A.
Poppi R.J.
Abstract: Genetic algorithm was used for variable selection in simultaneous determination of mixtures of glucose, maltose and fructose by mid infrared spectroscopy. Different models, using partial least squares (PLS) and multiple linear regression (MLR) with and without data pre-processing, were used. Based on the results obtained, it was verified that a simpler model (multiple linear regression with variable selection by genetic algorithm) produces results comparable to more complex methods (partial least squares). The relative errors obtained for the best model was around 3% for the sugar determination, which is acceptable for this kind of determination.
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Rights: aberto
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Address: http://www.scopus.com/inward/record.url?eid=2-s2.0-0036461499&partnerID=40&md5=69a45bc1dd78cf47904ed5f5e16fc5a2
Date Issue: 2002
Appears in Collections:Unicamp - Artigos e Outros Documentos

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