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Statistics report
Dec. 2022
Submitted Papers : 80
Accepted Papers : 10
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Acc. Perc : 12%
Issue Published : 116
Paper Published : 1401
No. of Authors : 3560
  Journal Paper


Paper Title :
A Review on Applications of Genetic Algorithm For Artificial Neural Network

Author :Maamar Ali Saud Al Tobi, Geraint Bevan, Peter Wallace, David Harrison, K.P.Ramachandran

Article Citation :Maamar Ali Saud Al Tobi ,Geraint Bevan ,Peter Wallace ,David Harrison ,K.P.Ramachandran , (2016 ) " A Review on Applications of Genetic Algorithm For Artificial Neural Network " , International Journal of Advance Computational Engineering and Networking (IJACEN) , pp. 50-54, Volume-4, Issue-9

Abstract : Artificial neural networks (ANN) can be used as automatic classifiers of faults in machines, reducing errors due to human misinterpretation. Multilayer Perceptron neural networks (MLP) are a popular type of ANN due totheir simplicity and efficiency. Genetic Algorithms (GA) can be combined with MLP-ANN to optimize the classification through selection and training. This paper reviews and discusses the applications of GA with ANN and the future scope of applying GA for the training of ANN based machinery fault diagnosis in order to fill the gaps of traditional Back Propagation algorithm (BP). Keywords- Artificial Neural Network, Genetic Algorithm, Multilayer Perceptron, Back Propagation, Training Algorithm.

Type : Research paper

Published : Volume-4, Issue-9


DOIONLINE NO - IJACEN-IRAJ-DOIONLINE-5692   View Here

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