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Uncertain Rule-Based Fuzzy Systems: Introduction and New Directions, 2nd Edition. Second Edition 2017
・ISBN 978-3-319-84632-3 paper EUR 84.99
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| 著者・編者 | Mendel, Jerry M., |
|---|---|
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2018 |
| ページ数 | 684 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-38927＞ |
解説
The second edition of this textbook provides a fully updated approach to fuzzy sets and systems that can model uncertainty - i.e., "type-2" fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications from time-series forecasting to knowledge mining to control. In this new edition, a bottom-up approach is presented that begins by introducing classical (type-1) fuzzy sets and systems, and then explains how they can be modified to handle uncertainty. The author covers fuzzy rule-based systems - from type-1 to interval type-2 to general type-2 - in one volume. For hands-on experience, the book provides information on accessing MatLab and Java software to complement the content. The book features a full suite of classroom material.