Flexible Neuro-Fuzzy Systems

Structures, Learning and Performance Evaluation

By:

Leszek Rutkowski

Format:

Paperback / softback

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: -Provides a framework for unification, construction and development of neuro-fuzzy systems; -Presents complete algorithms in a systematic and structured fashion, facilitating understanding and implementation, -Covers not only advanced topics but also fundamentals of fuzzy sets, -Includes problems and exercises following each chapter, -Illustrates the results on a wide variety of simulations, -Provides tools for possible applications in business and economics, medicine and bioengineering, automatic control, robotics and civil engineering.

Release date NZ

April 23rd, 2013

Author

Leszek Rutkowski

Audience

Professional & Vocational

Edition

Softcover reprint of the original 1st ed. 2004

Illustrations

XIII, 279 p.

Pages

279

Series

The Springer International Series in Engineering and Computer Science

Dimensions

155x235x16

ISBN-13

9781475779325

Product ID

21693300

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