SoHyFIS-Yager: A self-organizing Yager based Hybrid neural Fuzzy Inference System

✍ Scribed by S.W. Tung; C. Quek; C. Guan

Book ID: 116454131
Publisher: Elsevier Science
Year: 2012
Tongue: English
Weight: 814 KB
Volume: 39
Category: Article
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2012.02.056

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A neural-network-based fuzzy system (NNFS) is proposed in this paper. It is a self-organizing neural-network which can partition the input spaces in a flexible way, based on the distribution of the training data in order to reduce the number of rules without any loss of modeling accuracy. Associated