The analysis and control of complex systems have been the main motivation for the emergence of fuzzy set theory since its inception. It is also a major research field where many applications, especially industrial ones, have made fuzzy logic famous.
This unique handbook is devoted to an extensive, organized, and up-to-date presentation of fuzzy systems engineering methods. The book includes detailed material and extensive bibliographies, written by leading experts in the field, on topics such as:
- Use of fuzzy logic in various control systems.
- Fuzzy rule-based modeling and its universal approximation properties.
- Learning and tuning techniques for fuzzy models, using neural networks and genetic algorithms.
- Fuzzy control methods, including issues such as stability analysis and design techniques, as well as the relationship with traditional linear control.
- Fuzzy sets relation to the study of chaotic systems, and the fuzzy extension of set-valued approaches to systems modeling through the use of differential inclusions.
is part of . The series provides a complete picture of contemporary fuzzy set theory and its applications. This volume is a key reference for systems engineers and scientists seeking a guide to the vast amount of literature in fuzzy logic modeling and control.
Produkteigenschaften
- Artikelnummer: 9780792380641
- Medium: Buch
- ISBN: 978-0-7923-8064-1
- Verlag: Springer US
- Erscheinungstermin: 31.07.1998
- Sprache(n): Englisch
- Auflage: 1998
- Serie: The Handbooks of Fuzzy Sets
- Produktform: Gebunden
- Gewicht: 2060 g
- Seiten: 519
- Format (B x H x T): 160 x 241 x 34 mm
- Ausgabetyp: Kein, Unbekannt