Uncertain Rule Based Fuzzy Systems

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Uncertain Rule-Based Fuzzy Systems

Uncertain Rule-Based Fuzzy Systems
Author :
Publisher : Springer
Total Pages : 701
Release :
ISBN-10 : 9783319513706
ISBN-13 : 3319513702
Rating : 4/5 (702 Downloads)

Book Synopsis Uncertain Rule-Based Fuzzy Systems by : Jerry M. Mendel

Download or read book Uncertain Rule-Based Fuzzy Systems written by Jerry M. Mendel and published by Springer. This book was released on 2017-05-17 with total page 701 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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