Compensatory Genetic Fuzzy Neural Networks And Their Applications (Series in Machine Perception and Artificial Intelligence, Band 30) - Hardcover

Kandel, Abraham; Yan-Qing Zhang; Zhang, Yan-Qing (University Of South Florida, USA)

 
9789810233495: Compensatory Genetic Fuzzy Neural Networks And Their Applications (Series in Machine Perception and Artificial Intelligence, Band 30)

Inhaltsangabe

This book presents a powerful hybrid intelligent system based on fuzzy logic, neural networks, genetic algorithms and related intelligent techniques. The new compensatory genetic fuzzy neural networks have been widely used in fuzzy control, nonlinear system modeling, compression of a fuzzy rule base, expansion of a sparse fuzzy rule base, fuzzy knowledge discovery, time series prediction, fuzzy games and pattern recognition. This effective soft computing system is able to perform both linguistic-word-level fuzzy reasoning and numerical-data-level information processing. The book also proposes various novel soft computing techniques.

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