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

Uncertain Rule-Based Fuzzy Systems

- Introduction and New Directions, 2017

(Bog, hardback)

23 black & white illustrations, 192 colour illustrations, 187 colour tables, biography

23 black & white illustrations, 192 colour illustrations, 187 colour tables, biography

Produktdetaljer:

Sprog:
Engelsk
ISBN-13:
9783319513690
Udgivet:
21-05-2017
Udgave:
2nd Revised edition
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Forlagets beskrivelse
23 black & white illustrations, 192 colour illustrations, 187 colour tables, biography
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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