FUZZY NEURAL NETWORK THEORY AND APPLICATION

Abstract

As a hybrid intelligent system of soft computing technique, the fuzzy neural network (FNN) is an efficient tool to deal with nonlinearly complicated systems, in which there are linguistic information and data information, simultaneously. In view of two basic problems—learning algorithm and universal approximation, FNN's are thoroughly and systematically studied in the book.The achievements obtained here are applied successfully to pattern recogni- tion, system modeling and identification, system forecasting, and digital image restoration and so on. Many efficient methods and techniques to treat these practical problems are developed.