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

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Synopsis
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.
Copyright:
2017

Book Details

Book Quality:
Publisher Quality
ISBN-13:
9783319513706
Related ISBNs:
9783319513690
Publisher:
Springer International Publishing
Date of Addition:
Copyrighted By:
Springer International Publishing AG
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet, Technology, Mathematics and Statistics, Communication
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.

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