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A robust parameters self-tuning learning algorithm for multilayer feedforward neural network

โœ Scribed by Gou-Jen Wang; Tsorng-Chi Chen


Book ID
114297151
Publisher
Elsevier Science
Year
1999
Tongue
English
Weight
302 KB
Volume
25
Category
Article
ISSN
0925-2312

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A novel multicriteria optimization algor
โœ Krishna Kottathra; Yianni Attikiouzel ๐Ÿ“‚ Article ๐Ÿ“… 1996 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 195 KB

We propose in this paper a novel prescriptive solution to decide the optimum number of neurons in the hidden-layer of multilayer feedforward neural networks. Our approach uses the unconstrained mixed integer nonlinear multicriteria optimization technique. We validate the algorithm using numerical ex