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.
- ISBN:
- 9783030528027
- 9783030528027
-
Category:
- Neural networks & fuzzy systems
- Format:
- Paperback
- Publication Date:
-
13-08-2021
- Publisher:
- Springer Nature Switzerland AG
- Country of origin:
- Switzerland
- Pages:
- 283
- Dimensions (mm):
- 235x155mm
- Weight:
- 0.46kg
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