Type-2 Fuzzy Logic: Theory and Applications

Name: Type-2 Fuzzy Logic: Theory and Applications
Brand: Springer, Berlin
SKU: 9783642095139
Price: 105.15 EUR
Availability: InStock

Автор: Oscar Castillo, Patricia Melin

Език:

Корици: С меки корици

Издател: Springer, Berlin

Наличност: Външен склад

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105.15 € 205.65 лв

This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft c...

Информация за книгата

Автор

Oscar Castillo, Patricia Melin

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

244

EAN

9783642095139

ISBN

3642095135

Enbook ID

01654403

Издател

Springer, Berlin

Теглоt

380

Размери

155 x 235 x 14

Пълно описание

This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing (SC) techniques. The authors extend the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique offers. This book is intended to be a major reference tool and can be used as a textbook.This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing techniques. Soft Computing (SC) consists of several computing paradigms, including type-1 fuzzy logic, neural networks, and genetic algorithms, which can be used to create powerful hybrid intelligent systems. The authors extends the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique offers. We consider in this book the use of type-2 fuzzy logic and traditional SC techniques to solve pattern recognition problems in realworld applications. §This book is intended to be a major reference for scientists and engineers interested in applying type-2 fuzzy logic for solving problems in pattern recognition, intelligent control, intelligent manufacturing, robotics and automation. This book can also be used as a textbook or major reference for graduate courses like the following: soft computing, intelligent pattern recognition, computer vision, applied artificial intelligence, and similar ones.

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Type-2 Fuzzy Logic: Theory and Applications

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