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Flexible Neuro-Fuzzy Systems

Structures, Learning and Performance Evaluation

Language EnglishEnglish
Book Paperback
Book Flexible Neuro-Fuzzy Systems Leszek Rutkowski
Libristo code: 02181757
Publishers Springer, Berlin, April 2013
Flexible Neuro-Fuzzy Systems is the first professional literature about the new class of powerful, f... Full description
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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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About the book

Full name Flexible Neuro-Fuzzy Systems
Language English
Binding Book - Paperback
Date of issue 2013
Number of pages 279
EAN 9781475779325
ISBN 1475779321
Libristo code 02181757
Publishers Springer, Berlin
Weight 456
Dimensions 155 x 16 x 16
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