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Flexible Neuro-Fuzzy Systems

Download or Read eBook Flexible Neuro-Fuzzy Systems PDF written by Leszek Rutkowski and published by Springer Science & Business Media. This book was released on 2006-04-18 with total page 286 pages. Available in PDF, EPUB and Kindle.
Flexible Neuro-Fuzzy Systems
Author :
Publisher : Springer Science & Business Media
Total Pages : 286
Release :
ISBN-10 : 9781402080432
ISBN-13 : 1402080433
Rating : 4/5 (32 Downloads)

Book Synopsis Flexible Neuro-Fuzzy Systems by : Leszek Rutkowski

Book excerpt: 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.


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