Uncertain Rule-Based Fuzzy Systems
Produktnummer:
180c558bf46ea14f959b8a929417b16fc0
Autor: | Mendel, Jerry M. |
---|---|
Themengebiete: | Fuzzy-logic rule-based systems Fuzzy logic systems Fuzzy sets and systems MatLab software Modeling uncertainty Type-1 fuzzy sets and fuzzy logic Type-2 fuzzy sets and fuzzy logic |
Veröffentlichungsdatum: | 28.07.2018 |
EAN: | 9783319846323 |
Auflage: | 2 |
Sprache: | Englisch |
Seitenzahl: | 684 |
Produktart: | Kartoniert / Broschiert |
Verlag: | Springer International Publishing |
Untertitel: | Introduction and New Directions, 2nd Edition |
Produktinformationen "Uncertain Rule-Based Fuzzy Systems"
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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