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Uncertain Rule-Based Fuzzy Systems: Introduction and New Directions (2nd edition) [Repost]
![Uncertain Rule-Based Fuzzy Systems: Introduction and New Directions (2nd edition) [Repost]](https://pixhost.icu/avaxhome/37/c5/0047c537.jpg)
Jerry M. Mendel - Uncertain Rule-Based Fuzzy Systems: Introduction and New Directions (2nd edition)
Published: 2017-05-18 | ISBN: 3319513699 | PDF | 684 pages | 19.15 MB
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.