An Introduction to Fuzzy Sets
Analysis and Design
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Introduction to Fuzzy Sets by Witold Pedrycz
Book DescriptionThe concept of fuzzy sets is one of the most fundamental and influential tools in computational intelligence. Fuzzy sets can provide solutions to a broad range of problems of control, pattern classification, reasoning, planning, and computer vision. This book bridges the gap that has developed between theory and practice. The authors explain what fuzzy sets are, why they work, when they should be used (and when they shouldn't), and how to design systems using them. The authors take an unusual top-down approach to the design of detailed algorithms. They begin with illustrative examples, explain the fundamental theory and design methodologies, and then present more advanced case studies dealing with practical tasks. While they use mathematics to introduce concepts, they ground them in examples of real-world problems that can be solved through fuzzy set technology. The only mathematics prerequisites are a basic knowledge of introductory calculus and linear algebra.
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Book DetailsISBN: 9780262161718
(257mm x 180mm x 33mm)
Imprint: MIT Press
Publisher: MIT Press Ltd
Publish Date: 29-May-1998
Country of Publication: United States
Books By Author Witold Pedrycz
Fuzzy Multicriteria Decision-Making, Hardback (November 2010)
Models and Algorithms of Fuzzy Multicriteria Decision-Making and Their Applications addresses theoretical and practical gaps in considering uncertainty and multicriteria factors in system project, planning, and control. The authors provide a systematic exposure of the concepts, design methodology, and detailed algorithms.
Handbook of Granular Computing, Hardback (July 2008)
Although the notion is a relatively recent one, the notions and principles of Granular Computing (GrC) have appeared in a different guise in many related fields including granularity in Artificial Intelligence, interval computing, cluster analysis, quotient space theory and many others.
Fuzzy Systems Engineering, Hardback (August 2007)» View all books by Witold Pedrycz
A radical departure from the conventional approach usually used to cover fuzzy systems engineering, Fuzzy Systems Engineering: Toward Human-Centric Computing provides a comprehensive and self-contained treatise of fuzzy sets.
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Author Biography - Witold Pedrycz
Witold Pedrycz is Professor and Chair of Electrical and Computer Engineering at the University of Alberta.
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