Fuzzy Neural Network Theory And Application

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A01=Hong-xing Li
A01=Puyin Liu
Author_Hong-xing Li
Author_Puyin Liu
Category=UYQN
Digital Image
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Fuzzy Neural Network
Fuzzy Number
Fuzzy System
Genetic Algorithm
Image Restoration
Learning Algorithm
Neural Network
Neuro-Fuzzy Network

Product details

  • ISBN 9789812387868
  • Publication Date: 08 Jun 2004
  • Publisher: World Scientific Publishing Co Pte Ltd
  • Publication City/Country: SG
  • Product Form: Hardback
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This book systematically synthesizes research achievements in the field of fuzzy neural networks in recent years. It also provides a comprehensive presentation of the developments in fuzzy neural networks, with regard to theory as well as their application to system modeling and image restoration. Special emphasis is placed on the fundamental concepts and architecture analysis of fuzzy neural networks. The book is unique in treating all kinds of fuzzy neural networks and their learning algorithms and universal approximations, and employing simulation examples which are carefully designed to help the reader grasp the underlying theory. This is a valuable reference for scientists and engineers working in mathematics, computer science, control or other fields related to information processing. It can also be used as a textbook for graduate courses in applied mathematics, computer science, automatic control and electrical engineering.

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