An Introduction to Computing with Fuzzy Sets
Autor: | Witold Pedrycz |
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EAN: | 9783030528003 |
eBook Format: | |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 11.08.2020 |
Untertitel: | Analysis, Design, and Applications |
Kategorie: | |
Schlagworte: | Granular Computing;Fuzzy Sets;Interval Computing;Hybrid Fuzzy Sets;Fuzzy Clustering;Granulation and Degranulation Processes;Fuzzy Models;Neurofuzzy Computing;Fuzzy Cognitive Maps |
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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.