Interval type-3 fuzzy systems : theory and design / Oscar Castillo, Juan R. Castro, Patricia Melin.
2022
QA402
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Details
Title
Interval type-3 fuzzy systems : theory and design / Oscar Castillo, Juan R. Castro, Patricia Melin.
ISBN
9783030965150 (electronic bk.)
3030965155 (electronic bk.)
9783030965143 (print)
3030965147
3030965155 (electronic bk.)
9783030965143 (print)
3030965147
Published
Cham : Springer, 2022.
Language
English
Description
1 online resource (viii, 102 pages) : illustrations (some color).
Item Number
10.1007/978-3-030-96515-0 doi
Call Number
QA402
Dewey Decimal Classification
006.3/3
Summary
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.
Bibliography, etc. Note
Includes bibliographical references and index.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed March 15, 2022).
Series
Studies in fuzziness and soft computing ; v. 418. 1860-0808
Available in Other Form
Print version: 9783030965143
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Table of Contents
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.
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.