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portada Uncertain Rule-Based Fuzzy Systems: Introduction and New Directions, 2nd Edition
Type
Physical Book
Publisher
Language
English
Pages
684
Format
Paperback
Dimensions
23.4 x 15.6 x 3.6 cm
Weight
0.98 kg.
ISBN13
9783319846323
Edition No.
0002

Uncertain Rule-Based Fuzzy Systems: Introduction and New Directions, 2nd Edition

Jerry M. Mendel (Author) · Springer · Paperback

Uncertain Rule-Based Fuzzy Systems: Introduction and New Directions, 2nd Edition - Mendel, Jerry M.

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Synopsis "Uncertain Rule-Based Fuzzy Systems: Introduction and New Directions, 2nd Edition"

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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