An Introduction to Computing with Fuzzy Sets - Witold Pedrycz

An Introduction to Computing with Fuzzy Sets

Analysis, Design, and Applications

(Autor)

Buch | Hardcover
XIV, 283 Seiten
2020 | 1st ed. 2021
Springer International Publishing (Verlag)
978-3-030-52799-0 (ISBN)
139,09 inkl. MwSt

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 607 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 3-030-52799-9 / 3030527999
ISBN-13 978-3-030-52799-0 / 9783030527990
Zustand Neuware
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