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Titlebook: Interval Type-3 Fuzzy Systems: Theory and Design; Oscar Castillo,Juan R. Castro,Patricia Melin Book 2022 The Editor(s) (if applicable) and

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发表于 2025-3-21 17:17:19 | 显示全部楼层 |阅读模式
书目名称Interval Type-3 Fuzzy Systems: Theory and Design
编辑Oscar Castillo,Juan R. Castro,Patricia Melin
视频video
概述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,
丛书名称Studies in Fuzziness and Soft Computing
图书封面Titlebook: Interval Type-3 Fuzzy Systems: Theory and Design;  Oscar Castillo,Juan R. Castro,Patricia Melin Book 2022 The Editor(s) (if applicable) and
描述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 ill
出版日期Book 2022
关键词Computational Intelligence; Type-3 Fuzzy Systems; Interval Type-3 Fuzzy Systems; Type-3 Fuzzy Logic The
版次1
doihttps://doi.org/10.1007/978-3-030-96515-0
isbn_softcover978-3-030-96517-4
isbn_ebook978-3-030-96515-0Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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Conclusions of Type-3 Fuzzy Systems, to a higher number of parameters to consider, and we envision the use of bio-inspired optimization techniques in the future for the optimal design of this sort of systems, as it has already been the case for the type-1 and type-2 fuzzy systems.
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978-3-030-96517-4The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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Type-2 Fuzzy Logic Systems,In this chapter, a brief overview of type-2 fuzzy systems is presented. This overview is intended to provide the basic concepts needed to understand the methods and algorithms presented later in this book.
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