Baker’s yeast invertase purification using aqueous two phase system—modeling and optimization with PCA/LS-SVM

Least Squares-Support Vector Machine (LS-SVM) was used to predict data of Baker’s yeast invertase purification using PEG/MgSO4 Aqueous Two Phase-System (ATPS). Experiments were carried out changing the average molecular mass and percentage of PEG, pH, percentage of MgSO4 as well as of raw extract in...

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Bibliographic Details
Main Authors: Souza, Domingos Fabiano de Santana, Padilha, Carlos Eduardo de Araújo, Oliveira Junior, Sergio Dantas, Oliveira, Jackson Araújo de, Macedo, Gorete Ribeiro de, Santos, Everaldo Silvino dos
Format: article
Language:English
Published: Elsevier
Subjects:
Principal component analysis
Least squares-support vector machine
Genetic algorithm
Aqueous two-phase system
Invertase
Online Access:https://repositorio.ufrn.br/handle/123456789/45189
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