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Introduction To Type-2 Fuzzy Logic Control

Author : Jerry Mendel

Publisher : John Wiley & Sons

Page : 470 pages

File Size : 20,44 MB

Release : 2014-06-16

Category : Technology & Engineering

ISBN : 1118901444

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Book Description

An introductory book that provides theoretical, practical, and application coverage of the emerging field of type-2 fuzzy logic control Until recently, little was known about type-2 fuzzy controllers due to the lack of basic calculation methods available for type-2 fuzzy sets and logic—and many different aspects of type-2 fuzzy control still needed to be investigated in order to advance this new and powerful technology. This self-contained reference covers everything readers need to know about the growing field. Written with an educational focus in mind, Introduction to Type-2 Fuzzy Logic Control: Theory and Applications uses a coherent structure and uniform mathematical notations to link chapters that are closely related, reflecting the book’s central themes: analysis and design of type-2 fuzzy control systems. The book includes worked examples, experiment and simulation results, and comprehensive reference materials. The book also offers downloadable computer programs from an associated website. Presented by world-class leaders in type-2 fuzzy logic control, Introduction to Type-2 Fuzzy Logic Control: Is useful for any technical person interested in learning type-2 fuzzy control theory and its applications Offers experiment and simulation results via downloadable computer programs Features type-2 fuzzy logic background chapters to make the book self-contained Provides an extensive literature survey on both fuzzy logic and related type-2 fuzzy control Introduction to Type-2 Fuzzy Logic Control is an easy-to-read reference book suitable for engineers, researchers, and graduate students who want to gain deep insight into type-2 fuzzy logic control.



Type-2 Fuzzy Logic: Theory and Applications

Author : Oscar Castillo

Publisher : Springer Science & Business Media

Page : 252 pages

File Size : 26,10 MB

Release : 2008-02-20

Category : Mathematics

ISBN : 3540762833

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Book Description

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.



Type-2 Fuzzy Logic in Intelligent Control Applications

Author : Oscar Castillo

Publisher : Springer Science & Business Media

Page : 187 pages

File Size : 28,41 MB

Release : 2011-10-18

Category : Computers

ISBN : 3642246621

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Book Description

We describe in this book, hybrid intelligent systems based mainly on type-2 fuzzy logic for intelligent control. Hybrid intelligent systems combine several intelligent computing paradigms, including fuzzy logic, and bio-inspired optimization algorithms, which can be used to produce powerful automatic control systems. The book is organized in three main parts, which contain a group of chapters around a similar subject. The first part consists of chapters with the main theme of theory and design algorithms, which are basically chapters that propose new models and concepts, which can be the basis for achieving intelligent control with interval type-2 fuzzy logic. The second part of the book is comprised of chapters with the main theme of evolutionary optimization of type-2 fuzzy systems in intelligent control with the aim of designing optimal type-2 fuzzy controllers for complex control problems in diverse areas of application, including mobile robotics, aircraft dynamics systems and hardware implementations. The third part of the book is formed with chapters dealing with the theme of bio-inspired optimization of type-2 fuzzy systems in intelligent control, which includes the application of particle swarm intelligence and ant colony optimization algorithms for obtaining optimal type-2 fuzzy controllers.



Fuzzy Sets and Their Extensions: Representation, Aggregation and Models

Author : Humberto Bustince

Publisher : Springer

Page : 674 pages

File Size : 42,48 MB

Release : 2007-10-30

Category : Computers

ISBN : 3540737235

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Book Description

This carefully edited book presents an up-to-date state of current research in the use of fuzzy sets and their extensions. It pays particular attention to foundation issues and to their application to four important areas where fuzzy sets are seen to be an important tool for modeling and solving problems. The book’s 34 chapters deal with the subject with clarity and effectiveness. They include four review papers introducing some non-standard representations



Uncertain Rule-Based Fuzzy Systems

Author : Jerry M. Mendel

Publisher : Springer

Page : 701 pages

File Size : 47,82 MB

Release : 2017-05-17

Category : Technology & Engineering

ISBN : 3319513702

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Book Description

The second edition of this textbook provides a fully updated approach to fuzzy sets and systems that can model uncertainty — i.e., “type-2” fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications from time-series forecasting to knowledge mining to control. In this new edition, a bottom-up approach is presented that begins by introducing classical (type-1) fuzzy sets and systems, and then explains how they can be modified to handle uncertainty. The author covers fuzzy rule-based systems – from type-1 to interval type-2 to general type-2 – in one volume. For hands-on experience, the book provides information on accessing MatLab and Java software to complement the content. The book features a full suite of classroom material.



Fuzzy Control and Fuzzy Systems

Author : Witold Pedrycz

Publisher : *Research Studies Press

Page : 376 pages

File Size : 10,5 MB

Release : 1993-08-17

Category : Computers

ISBN :

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Book Description

Examines the methodology and algorithms of fuzzy sets considered mainly in the context of control engineering and system modelling and analysis. Special emphasis is focused on the processing of fuzzy information realized with the aid of fuzzy relational structures and their extensions.



Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems

Author : Guanrong Chen

Publisher : CRC Press

Page : 329 pages

File Size : 25,93 MB

Release : 2000-11-27

Category : Mathematics

ISBN : 1420039814

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Book Description

In the early 1970s, fuzzy systems and fuzzy control theories added a new dimension to control systems engineering. From its beginnings as mostly heuristic and somewhat ad hoc, more recent and rigorous approaches to fuzzy control theory have helped make it an integral part of modern control theory and produced many exciting results. Yesterday's "art



Type-2 Fuzzy Logic and Systems

Author : Robert John

Publisher : Springer

Page : 152 pages

File Size : 36,86 MB

Release : 2018-02-07

Category : Technology & Engineering

ISBN : 331972892X

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Book Description

This book explores recent perspectives on type-2 fuzzy sets. Written as a tribute to Professor Jerry Mendel for his pioneering works on type-2 fuzzy sets and systems, it covers a wide range of topics, including applications to the Go game, machine learning and pattern recognition, as well as type-2 fuzzy control and intelligent systems. The book is intended as a reference guide for the type-2 fuzzy logic community, yet it aims also at other communities dealing with similar methods and applications.



Analysis and Design of Intelligent Systems Using Soft Computing Techniques

Author : Patricia Melin

Publisher : Springer Science & Business Media

Page : 856 pages

File Size : 32,80 MB

Release : 2007-06-05

Category : Computers

ISBN : 3540724311

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Book Description

This book comprises a selection of papers on new methods for analysis and design of hybrid intelligent systems using soft computing techniques from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007.



Fuzzy Logic Control

Author : H. B. Verbruggen

Publisher : World Scientific

Page : 344 pages

File Size : 12,67 MB

Release : 1999

Category : Technology & Engineering

ISBN : 9789810238254

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Book Description

Fuzzy logic control has become an important methodology in control engineering. This volume deals with applications of fuzzy logic control in various domains. The contributions are divided into three parts. The first part consists of two state-of-the-art tutorials on fuzzy control and fuzzy modeling. Surveys of advanced methodologies are included in the second part. These surveys address fuzzy decision making and control, fault detection, isolation and diagnosis, complexity reduction in fuzzy systems and neuro-fuzzy methods. The third part contains application-oriented contributions from various fields, such as process industry, cement and ceramics, vehicle control and traffic management, electromechanical and production systems, avionics, biotechnology and medical applications. The book is intended for researchers both from the academic world and from industry.