Comparison of estimation capabilities of the artificial neural network with the wavelet neural network in lipase-catalyzed synthesis of triethanolamine-based esterquats cationic surfactant

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Comparison of estimation capabilities of the artificial neural network with the wavelet neural network in lipase-catalyzed synthesis of triethanolamine-based esterquats cationic surfactant

In this study, estimation capabilities of the artificial neural network (ANN) and the wavelet neural network (WNN) based on genetic algorithm were investigated in a synthesis process. An enzymatic reaction catalyzed by Novozym 435 was selected as the model synthesis process. The conversion of enzyma...

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Bibliographic Details
Main Authors:	Masoumi, Hamid Reza Fard, Basri, Mahiran, Kassim, Anuar, Abdullah, Dzulkefly Kuang, Abdollahi, Yadollah, Abd Gani, Siti Salwa
Format:	Article
Language:	English
Published:	Springer 2014
Online Access:	http://psasir.upm.edu.my/id/eprint/36839/ http://psasir.upm.edu.my/id/eprint/36839/1/Comparison%20of%20estimation%20capabilities%20of%20the%20artificial%20neural%20network%20with%20the%20wavelet%20neural%20network%20in%20lipase.pdf

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