Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos

Detalhes bibliográficos
Autor(a) principal: Konzen, Pedro Henrique de Almeida
Data de Publicação: 2003
Outros Autores: Furtado, João Carlos, Carvalho, Claudia Wollmann, Molz, Rolf Fredi, Ferrão, Marco Flores
Tipo de documento: Artigo
Idioma: por
Título da fonte: Revista Produção Online
Texto Completo: https://www.producaoonline.org.br/rpo/article/view/614
Resumo: A new methodology of analysis for the quantification of antihipertensive drugs is provided in this work, using tabu search optimization with infrared spectroscopy by diffuse reflectance Fourier transform (DRIFTS) and partial-least squares regression method (PLS). Firstly, through an experimental planning, samples with the active principle hidrochlorotiazide in starch were prepared, and the standard set of the spectra as well as of the validation samples were gotten in this process. A diffuse reflectance joined to a Nicolet Magna 550 spectrophotometry in the mid-infrared region was used. The examples were developed in a Matlab, spending the real data in shape of Log (1/R). The calibration was through PLS in order to use it as a pre-processing. The data were used in multiplicative signal correction (MSC). After the best wavelength selection, which results in models with better coefficient regression (R2), these were improved using routines based on tabu search heuristic method. For the evaluation of the optimization a standard error of validation (SEV) was used. The new technique using DRIFTS/PLS/TS shows an excellent choice for the quality control of the productive process of factories and drugstores that produce or handle these materials in large scale, presenting low time of analysis, no sample destruction and no wastes production. Keywords: Tabu Search, Pharmacological Formulations, multivariate regression.
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spelling Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacosA new methodology of analysis for the quantification of antihipertensive drugs is provided in this work, using tabu search optimization with infrared spectroscopy by diffuse reflectance Fourier transform (DRIFTS) and partial-least squares regression method (PLS). Firstly, through an experimental planning, samples with the active principle hidrochlorotiazide in starch were prepared, and the standard set of the spectra as well as of the validation samples were gotten in this process. A diffuse reflectance joined to a Nicolet Magna 550 spectrophotometry in the mid-infrared region was used. The examples were developed in a Matlab, spending the real data in shape of Log (1/R). The calibration was through PLS in order to use it as a pre-processing. The data were used in multiplicative signal correction (MSC). After the best wavelength selection, which results in models with better coefficient regression (R2), these were improved using routines based on tabu search heuristic method. For the evaluation of the optimization a standard error of validation (SEV) was used. The new technique using DRIFTS/PLS/TS shows an excellent choice for the quality control of the productive process of factories and drugstores that produce or handle these materials in large scale, presenting low time of analysis, no sample destruction and no wastes production. Keywords: Tabu Search, Pharmacological Formulations, multivariate regression.Associação Brasileira de Engenharia de Produção2003-03-27info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://www.producaoonline.org.br/rpo/article/view/61410.14488/1676-1901.v3i1.614Revista Produção Online; Vol. 3 No. 1 (2003)Revista Produção Online; v. 3 n. 1 (2003)1676-1901reponame:Revista Produção Onlineinstname:Associação Brasileira de Engenharia de Produção (ABEPRO)instacron:ABEPROporhttps://www.producaoonline.org.br/rpo/article/view/614/653Copyright (c) 2014 Revista Produção Onlineinfo:eu-repo/semantics/openAccessKonzen, Pedro Henrique de AlmeidaFurtado, João CarlosCarvalho, Claudia WollmannMolz, Rolf FrediFerrão, Marco Flores2015-11-11T17:27:09Zoai:ojs.emnuvens.com.br:article/614Revistahttp://producaoonline.org.br/rpoPUBhttps://www.producaoonline.org.br/rpo/oai||producaoonline@gmail.com1676-19011676-1901opendoar:2015-11-11T17:27:09Revista Produção Online - Associação Brasileira de Engenharia de Produção (ABEPRO)false
dc.title.none.fl_str_mv Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos
title Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos
spellingShingle Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos
Konzen, Pedro Henrique de Almeida
title_short Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos
title_full Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos
title_fullStr Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos
title_full_unstemmed Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos
title_sort Emprego do Algoritmo Busca Tabu na determinação de principios ativos em fármacos
author Konzen, Pedro Henrique de Almeida
author_facet Konzen, Pedro Henrique de Almeida
Furtado, João Carlos
Carvalho, Claudia Wollmann
Molz, Rolf Fredi
Ferrão, Marco Flores
author_role author
author2 Furtado, João Carlos
Carvalho, Claudia Wollmann
Molz, Rolf Fredi
Ferrão, Marco Flores
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Konzen, Pedro Henrique de Almeida
Furtado, João Carlos
Carvalho, Claudia Wollmann
Molz, Rolf Fredi
Ferrão, Marco Flores
description A new methodology of analysis for the quantification of antihipertensive drugs is provided in this work, using tabu search optimization with infrared spectroscopy by diffuse reflectance Fourier transform (DRIFTS) and partial-least squares regression method (PLS). Firstly, through an experimental planning, samples with the active principle hidrochlorotiazide in starch were prepared, and the standard set of the spectra as well as of the validation samples were gotten in this process. A diffuse reflectance joined to a Nicolet Magna 550 spectrophotometry in the mid-infrared region was used. The examples were developed in a Matlab, spending the real data in shape of Log (1/R). The calibration was through PLS in order to use it as a pre-processing. The data were used in multiplicative signal correction (MSC). After the best wavelength selection, which results in models with better coefficient regression (R2), these were improved using routines based on tabu search heuristic method. For the evaluation of the optimization a standard error of validation (SEV) was used. The new technique using DRIFTS/PLS/TS shows an excellent choice for the quality control of the productive process of factories and drugstores that produce or handle these materials in large scale, presenting low time of analysis, no sample destruction and no wastes production. Keywords: Tabu Search, Pharmacological Formulations, multivariate regression.
publishDate 2003
dc.date.none.fl_str_mv 2003-03-27
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://www.producaoonline.org.br/rpo/article/view/614
10.14488/1676-1901.v3i1.614
url https://www.producaoonline.org.br/rpo/article/view/614
identifier_str_mv 10.14488/1676-1901.v3i1.614
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://www.producaoonline.org.br/rpo/article/view/614/653
dc.rights.driver.fl_str_mv Copyright (c) 2014 Revista Produção Online
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2014 Revista Produção Online
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Associação Brasileira de Engenharia de Produção
publisher.none.fl_str_mv Associação Brasileira de Engenharia de Produção
dc.source.none.fl_str_mv Revista Produção Online; Vol. 3 No. 1 (2003)
Revista Produção Online; v. 3 n. 1 (2003)
1676-1901
reponame:Revista Produção Online
instname:Associação Brasileira de Engenharia de Produção (ABEPRO)
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reponame_str Revista Produção Online
collection Revista Produção Online
repository.name.fl_str_mv Revista Produção Online - Associação Brasileira de Engenharia de Produção (ABEPRO)
repository.mail.fl_str_mv ||producaoonline@gmail.com
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