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

Jerry M. Mendel

  • 出版商: Springer
  • 出版日期: 2017-05-18
  • 售價: $4,390
  • 貴賓價: 9.5$4,171
  • 語言: 英文
  • 頁數: 684
  • 裝訂: Hardcover
  • ISBN: 3319513699
  • ISBN-13: 9783319513690

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商品描述

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.