Probabilistic ensemble fuzzy ARTMAP optimization using hierarchical parallel genetic algorithms

In this study, a comprehensive methodology for overcoming the design problem of the Fuzzy ARTMAP neural network is proposed. The issues addressed are the sequence of training data for supervised learning and optimum parameter tuning for parameters such as baseline vigilance. A genetic algorithm sear...

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Bibliographic Details
Main Authors: Loo, C.K., Liew, W.S., Seera, M., Lim, Einly
Format: Article
Language:English
Published: Springer Verlag (Germany) 2015
Subjects:
Online Access:http://eprints.um.edu.my/13734/1/Probabilistic_ensemble_Fuzzy_ARTMAP_optimization.pdf