Flexible Neuro-Fuzzy Systems

Structures, Learning and Performance Evaluation

By:

Leszek Rutkowski

Format:

Hardback

Series:

The Springer International Series in Engineering and Computer Science

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Description

Flexible Neuro-Fuzzy Systems is the first professional literature about the new class of powerful, flexible fuzzy systems. The author incorporates various flexibility parameters to the construction of neuro-fuzzy systems. This approach dramatically improves their performance, allowing the systems to perfectly represent the pattern encoded in data. Flexible Neuro-Fuzzy Systems is the only book that proposes a flexible approach to fuzzy modeling and fills the gap in existing literature. This book introduces new fuzzy systems which outperform previous approaches to system modeling and classification, and has the following features: Flexible Neuro-Fuzzy Systems is designed for a professional audience composed of researchers and practitioners in industry. This book is also suitable as a secondary text for graduate-level students in computer science and engineering.

Release date NZ

May 19th, 2004

Author

Leszek Rutkowski

Audience

Professional & Vocational

Illustrations

XIII, 279 p.

Pages

279

Series

The Springer International Series in Engineering and Computer Science

Dimensions

156x234x17

ISBN-13

9781402080425

Product ID

5811919

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