Performance comparison of feedforward neural network training algorithms in modeling for synthesis of polycaprolactone via biopolymerization

This paper reports the biopolymerization of ε-caprolactone, using lipase Novozyme 435 catalyst at varied impeller speeds and reactor temperatures. A multilayer feedforward neural network (FFNN) model with 11 different training algorithms is developed for the multivariable nonlinear biopolymerization...

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Bibliographic Details
Main Authors: Wong, Yong Jie, Arumugasamy, Senthil Kumar, Jewaratnam, Jegalakshimi
Format: Article
Published: Springer 2018
Subjects:
Online Access:http://eprints.um.edu.my/20353/
https://doi.org/10.1007/s10098-018-1577-4
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