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Parameters optimization of polygonal fuzzy neural networks based on GA-BP hybrid algorithm

โœ Scribed by Yang, Yongqiang; Wang, Guijun; Yang, Yang

Book ID
121579775
Publisher
Springer-Verlag
Year
2014
Tongue
English
Weight
492 KB
Volume
5
Category
Article
ISSN
1868-8071

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We present two fuzzy conjugate gradient learning algorithms based on evolutionary algorithms for polygonal fuzzy neural networks (PFNN). First, we design a new algorithm, fuzzy conjugate algorithm based on genetic algorithm (GA). In the algorithm, we obtain an optimal learning constant ฮท by GA and t