Flexible Neuro-Fuzzy Systems

Flexible Neuro-Fuzzy Systems

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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.It shows the name of the data, the problem to be solved (classification or approximation), the number of inputs, the length of the ... The Box and Jenkins Gas Furnace data consists of 296 measurements of the gas furnace system: the inputanbsp;...

Title:Flexible Neuro-Fuzzy Systems
Author: Leszek Rutkowski
Publisher:Springer Science & Business Media - 2006-04-18

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