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Journals
Journal of Artificial Intelligence and Soft Computing Research
Volume 10 (2020): Issue 4 (October 2020)
Open Access
Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks
Jarosław Bilski
Jarosław Bilski
,
Bartosz Kowalczyk
Bartosz Kowalczyk
,
Alina Marchlewska
Alina Marchlewska
and
Jacek M. Zurada
Jacek M. Zurada
| Jun 15, 2020
Journal of Artificial Intelligence and Soft Computing Research
Volume 10 (2020): Issue 4 (October 2020)
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Published Online:
Jun 15, 2020
Page range:
299 - 316
Received:
Oct 21, 2019
Accepted:
May 19, 2020
DOI:
https://doi.org/10.2478/jaiscr-2020-0020
Keywords
feed-forward neural network
,
neural network learning algorithm
,
optimization problem
,
Levenberg-Marquardt algorithm
,
QR decomposition
,
Givens rotation
© 2020 Jarosław Bilski et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
Jarosław Bilski
Department of Computer Engineering, Czestochowa University of Technology
Częstochowa, Poland
Bartosz Kowalczyk
Department of Computer Engineering, Czestochowa University of Technology
Częstochowa, Poland
Alina Marchlewska
University of Social Science, Clark University Worcester,
Łódź
Jacek M. Zurada
Department Electrical and Computer Engineering, University of Louisville