ENGLISH

Fuzzy neural network theory and application

By Hongxing Li , Puyin Liu

Book information

Publisher
World Scientific
Year
2004
ISBN
9812387862, 9789812387868
Open Library ID
OL9196538M
Language
english
Format
PDF
Filesize
20 MB (21183719 bytes)
Series
Series in machine perception and artificial intelligence 59
Pages
395\395
Library
Kingdwarf
Time added
2010-01-07 06:59:20

Description

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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