International Journal of Advance Computational Engineering and Networking (IJACEN)
.
current issues
Volume-8,Issue-8  ( Aug, 2020 )
Past issues
  1. Volume-8,Issue-7  ( Jul, 2020 )
  2. Volume-8,Issue-6  ( Jun, 2020 )
  3. Volume-8,Issue-5  ( May, 2020 )
  4. Volume-8,Issue-4  ( Apr, 2020 )
  5. Volume-8,Issue-3  ( Mar, 2020 )
  6. Volume-8,Issue-2  ( Feb, 2020 )
  7. Volume-8,Issue-1  ( Jan, 2020 )
  8. Volume-7,Issue-12  ( Dec, 2019 )
  9. Volume-7,Issue-11  ( Nov, 2019 )
  10. Volume-7, Issue-10  ( Oct, 2019 )

Statistics report
Dec. 2020
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
Issue Published : 91
Paper Published : 1258
No. of Authors : 3157
  Journal Paper

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

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.


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

| PDF |
Viewed - 59
| Published on 2016-10-22
   
   
IRAJ Other Journals
IJACEN updates
Paper Submission is open now for upcoming Issue.
The Conference World

JOURNAL SUPPORTED BY