User-friendly optimization approach of fed-batch fermentation conditions for the production of iturin A using artificial neural networks and support vector machine

User-friendly optimization approach of fed-batch fermentation conditions for the production of iturin A using artificial neural networks and support vector machine

Background In the field of microbial fermentation technology, how to optimize the fermentation conditions is of great crucial for practical applications. Here, we use artificial neural networks (ANNs) and support vector machine (SVM) to offer a series of effective optimization methods for the produc...

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Autores principales: Chen,Fudi, Li,Hao, Xu,Zhihan, Hou,Shixia, Yang,Dazuo
Lenguaje:English
Publicado: Pontificia Universidad Católica de Valparaíso 2015
Materias:
Artificial neural network
Fed-batch fermentation
General regression neural network
Iturin A
Support vector machine
Acceso en línea:http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0717-34582015000400003
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