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Bog, hardback Uncertain Rule-Based Fuzzy Systems af Jerry Mendel

Uncertain Rule-Based Fuzzy Systems

- Introduction and New Directions, 2nd Edition

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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. 187 Tables, color; 192 Illustrations, color; 23 Illustrations, black and white; XXII, 684 p. 215 illus., 192 illus. in co... Læs mere

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... Læs mere

Produktdetaljer:

Sprog:
Engelsk
ISBN-13:
9783319513690
Udgivet:
29-05-2017
Udgave:
2nd ed. 2017
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Forlagets beskrivelse
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. 187 Tables, color; 192 Illustrations, color; 23 Illustrations, black and white; XXII, 684 p. 215 illus., 192 illus. in color.
Bibliotekernes beskrivelse
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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