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Structure optimization of fuzzy neural network by genetic algorithm

โœ Scribed by Hideyuki Ishigami; Toshio Fukuda; Takanori Shibata; Fumihito Arai


Book ID
118387105
Publisher
Elsevier Science
Year
1995
Tongue
English
Weight
528 KB
Volume
71
Category
Article
ISSN
0165-0114

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Genetic algorithm-based learning of fuzz
โœ Rafik A. Aliev; Bijan Fazlollahi; Rustam M. Vahidov ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 93 KB

In spite of great importance of fuzzy feed-forward and recurrent neural networks (FNN) for solving wide range of real-world problems, today there is no e ective learning algorithm for FNN. In this paper we propose an e ective geneticbased learning mechanism for FNN with fuzzy inputs, fuzzy weights e