An Introduction to Computing with Fuzzy Sets - Witold Pedrycz

An Introduction to Computing with Fuzzy Sets

Analysis, Design, and Applications

(Autor)

Buch | Softcover
XIV, 283 Seiten
2021 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-52802-7 (ISBN)
139,09 inkl. MwSt
This book provides concise yet thorough coverage of the fundamentals and technology of fuzzy sets. Timely topics and recent advances in fuzzy modeling and its principles, neurocomputing, fuzzy set estimation, granulation-degranulation, and fuzzy sets of higher type and order are discussed.

This book provides concise yet thorough coverage of the fundamentals and technology of fuzzy sets. Readers will find a lucid and systematic introduction to the essential concepts of fuzzy set-based information granules, their processing and detailed algorithms. Timely topics and recent advances in fuzzy modeling and its principles, neurocomputing, fuzzy set estimation, granulation-degranulation, and fuzzy sets of higher type and order are discussed. In turn, a wealth of examples, case studies, problems and motivating arguments, spread throughout the text and linked with various areas of artificial intelligence, will help readers acquire a solid working knowledge. Given the book's well-balanced combination of the theory and applied facets of fuzzy sets, it will appeal to a broad readership in both academe and industry. It is also ideally suited as a textbook for graduate and undergraduate students in science, engineering, and operations research.


TOC is available in MS

Erscheinungsdatum
Reihe/Serie Intelligent Systems Reference Library
Zusatzinfo XIV, 283 p. 210 illus., 10 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 462 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Mathematik / Informatik Mathematik Angewandte Mathematik
Technik
Schlagworte Fuzzy Clustering • Fuzzy cognitive maps • Fuzzy Models • Fuzzy Sets • Granular Computing • Granulation and Degranulation Processes • Hybrid Fuzzy Sets • Interval computing • neurofuzzy computing
ISBN-10 3-030-52802-2 / 3030528022
ISBN-13 978-3-030-52802-7 / 9783030528027
Zustand Neuware
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