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Interval Type-3 Fuzzy Systems: Theory and Design: Studies in Fuzziness and Soft Computing, cartea 418

Autor Oscar Castillo, Juan R. Castro, Patricia Melin
en Limba Engleză Hardback – 14 mar 2022
This book briefly reviews the basic concepts of type-2 fuzzy systems and then describes the proposed definitions for interval type-3 fuzzy sets and relations, also interval type-3 inference and systems. The use of type-2 fuzzy systems has become widespread in the leading economy sectors, especially in industrial and application areas, such as services, health, defense, and so on. However, recently the use of interval type-3 fuzzy systems has been receiving increasing attention and some successful applications have been developed in the last year. These issues were taken into consideration for this book, as we did realize that there was a need to offer the main theoretical concepts of type-3 fuzzy logic, as well as methods to design, develop and implement the type-3 fuzzy systems. A review of basic concepts and their use in the design and implementation of interval type-3 fuzzy systems, which are relatively new models of uncertainty and imprecision, are presented. The main focus of thiswork is based on the basic reasons of the need for interval type-3 fuzzy systems in different areas of application. In addition, we describe methods for designing interval type-3 fuzzy systems and illustrate this with some examples and simulations.
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Specificații

ISBN-13: 9783030965143
ISBN-10: 3030965147
Pagini: 102
Ilustrații: VIII, 102 p. 60 illus., 46 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.34 kg
Ediția:1st ed. 2022
Editura: Springer International Publishing
Colecția Springer
Seria Studies in Fuzziness and Soft Computing

Locul publicării:Cham, Switzerland

Cuprins

Chapter 1: Introduction to Interval Type-3 Fuzzy Systems.- Chapter 2: Type-2 Fuzzy Logic Systems.- Chapter 3: Interval Type-3 Fuzzy Sets.- Chapter 4: Interval Type-3 Fuzzy Logic Systems.- Chapter 5: Conclusions of Type-3 Fuzzy Systems.

Textul de pe ultima copertă

This book briefly reviews the basic concepts of type-2 fuzzy systems and then describes the proposed definitions for interval type-3 fuzzy sets and relations, also interval type-3 inference and systems. The use of type-2 fuzzy systems has become widespread in the leading economy sectors, especially in industrial and application areas, such as services, health, defense, and so on. However, recently the use of interval type-3 fuzzy systems has been receiving increasing attention and some successful applications have been developed in the last year. These issues were taken into consideration for this book, as we did realize that there was a need to offer the main theoretical concepts of type-3 fuzzy logic, as well as methods to design, develop and implement the type-3 fuzzy systems. A review of basic concepts and their use in the design and implementation of interval type-3 fuzzy systems, which are relatively new models of uncertainty and imprecision, are presented. The main focus of thiswork is based on the basic reasons of the need for interval type-3 fuzzy systems in different areas of application. In addition, we describe methods for designing interval type-3 fuzzy systems and illustrate this with some examples and simulations.

Caracteristici

A review of basic concepts and their use in the design and implementation of interval type-3 fuzzy systems Offers main theoretical concepts of type-3 fuzzy logic theory, as well as methods to design, develop and implement them Provides basic reasons of the need for interval type-3 fuzzy systems in different areas of application