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 produ...

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Bibliographic Details
Main Authors: Fudi Chen, Hao Li, Zhihan Xu, Shixia Hou, Dazuo Yang
Format: Article
Language:English
Published: Elsevier 2015-07-01
Series:Electronic Journal of Biotechnology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0717345815000640