Fuzzy Neural Network Theory And Application
Author:   Puyin Liu (Nat'l Univ Of Defense Technology, Changsha, China) ,  Hong-xing Li (Beijing Normal Univ, Zhuhai, China)
Publisher:   World Scientific Publishing Co Pte Ltd
Volume:   59
ISBN:  

9789812387868


Pages:   396
Publication Date:   08 June 2004
Format:   Hardback
Availability:   Awaiting stock   Availability explained
The supplier is currently out of stock of this item. It will be ordered for you and placed on backorder. Once it does come back in stock, we will ship it out for you.

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Fuzzy Neural Network Theory And Application


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Overview

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.

Full Product Details

Author:   Puyin Liu (Nat'l Univ Of Defense Technology, Changsha, China) ,  Hong-xing Li (Beijing Normal Univ, Zhuhai, China)
Publisher:   World Scientific Publishing Co Pte Ltd
Imprint:   World Scientific Publishing Co Pte Ltd
Volume:   59
Dimensions:   Width: 16.30cm , Height: 2.50cm , Length: 23.00cm
Weight:   0.826kg
ISBN:  

9789812387868


ISBN 10:   9812387862
Pages:   396
Publication Date:   08 June 2004
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Awaiting stock   Availability explained
The supplier is currently out of stock of this item. It will be ordered for you and placed on backorder. Once it does come back in stock, we will ship it out for you.

Table of Contents

Fuzzy Neural Networks for Storing and Classifying; Feedback Fuzzy Associative Memory; Regular Fuzzy Neural Networks; Polygonal Fuzzy Neural Networks; Approximation Analysis of Fuzzy Systems; Stochastic Fuzzy Systems and Approximation; Application of Fuzzy Neural Networks to Image Restoration

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