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Interval Type-3 Fuzzy Systems: Theory and Design

Af: Patricia Melin, Oscar Castillo, Juan R. Castro Engelsk Paperback

Interval Type-3 Fuzzy Systems: Theory and Design

Af: Patricia Melin, Oscar Castillo, Juan R. Castro Engelsk Paperback
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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 this work 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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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 this work 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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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 102
ISBN-13: 9783030965174
Indbinding: Paperback
Udgave:
ISBN-10: 3030965171
Kategori: Kunstig intelligens
Udg. Dato: 15 mar 2023
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 15 mar 2023
Forfatter(e): Patricia Melin, Oscar Castillo, Juan R. Castro
Forfatter(e) Patricia Melin, Oscar Castillo, Juan R. Castro

Kategori Kunstig intelligens

ISBN-13 9783030965174

Sprog Engelsk

Indbinding Paperback

Sider 102

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 15 mar 2023

Oplagsdato 15 mar 2023

Forlag Springer Nature Switzerland AG

Kategori sammenhænge