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Type-2 Fuzzy Granular Models. 1st ed. 2017
・ISBN 978-3-319-41287-0 paper EUR 49.99
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| 著者・編者 | Sanchez, Mauricio A. / Castillo, Oscar / Castro, Juan R., |
|---|---|
| シリーズ | (SpringerBriefs in Applied Sciences and Technology) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2016 |
| ページ数 | 93 pp. |
| 言語 | ENG |
| ニュース番号 | <A05-9927> |
解説
In this book, a series of granular algorithms are proposed. A nature inspired granular algorithm based on Newtonian gravitational forces is proposed. A series of methods for the formation of higher-type information granules represented by Interval Type-2 Fuzzy Sets are also shown, via multiple approaches, such as Coefficient of Variation, principle of justifiable granularity, uncertainty-based information concept, and numerical evidence based. And a fuzzy granular application comparison is given as to demonstrate the differences in how uncertainty affects the performance of fuzzy information granules.