|
COMPENSATORY GENETIC FUZZY NEURAL NETWORKS AND THEIR APPLICATIONS
by Yanqing Zhang (University of South Florida & Georgia Southwestern State University) & Abraham Kandel (University of South Florida & Tel-Aviv University)
About Yanqing Zhang
About Abraham Kandel
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.
|
