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商品詳細
Advances in Type-2 Fuzzy Sets and Systems: Theory and Applications. 2013 ed.
・ISBN 978-1-4614-6665-9 hard EUR 149.99
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| 著者・編者 | Sadeghian, Alireza / Mendel, Jerry M / Tahayori, Hooman (eds.), |
|---|---|
| シリーズ | (Studies in Fuzziness and Soft Computing) |
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 2013 |
| ページ数 | 262 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-53208＞ |
解説
This book explores recent developments in the theoretical foundations and novel applications of general and interval type-2 fuzzy sets and systems, including: algebraic properties of type-2 fuzzy sets, geometric-based definition of type-2 fuzzy set operators, generalizations of the continuous KM algorithm, adaptiveness and novelty of interval type-2 fuzzy logic controllers, relations between conceptual spaces and type-2 fuzzy sets, type-2 fuzzy logic systems versus perceptual computers; modeling human perception of real world concepts with type-2 fuzzy sets, different methods for generating membership functions of interval and general type-2 fuzzy sets, and applications of interval type-2 fuzzy sets to control, machine tooling, image processing and diet. The applications demonstrate the appropriateness of using type-2 fuzzy sets and systems in real world problems that are characterized by different degrees of uncertainty.