Fuzzy Model Identification

Download or read book Fuzzy Model Identification written by Hans Hellendoorn and published by Springer. This book was released on 1997 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction; General overview; Fuzzy identification from a grey box modeling point of view; Clustering methods; Constructing fuzzy models by product space clustering; Identification of Takagi-Sugeno fuzzy models via clustering and Hough transform; Rapid prototyping of fuzzy models based on hierarchical clustering; Neural networks; Fuzzy identification using methods of intelligent data analysis; Identification of singleton fuzzy models via fuzzy hyperrectangular composite NN; Genetic algorithms; Identification of linguistic fuzzy models by means of genetic algorithms.; Optimization of fuzzy models by global numeric optimizaton; Artificial intelligence; Identification of linguistic fuzzy models based on learning.