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An introduction to fuzzy sets : analysis and design

The 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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Detail Information
Series Title
-
Call Number
001 PED i
Publisher
Cambridge, Mass. : : The MIT Press.,
Collation
1 online resource (xxiv, 465 pages) :illustrations.
Language
English
ISBN/ISSN
9780262281348
Classification
001
Content Type
text
Media Type
computer
Carrier Type
online resource
Edition
-
Subject(s)
Fuzzy sets.
Specific Detail Info
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Statement of Responsibility
Other Information
Cataloger
-
Source
-
Validator
maya
Digital Object Identifier (DOI)
https://doi.org/10.7551/mitpress/3926.001.0001
Journal Volume
-
Journal Issue
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Subtitle
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Parallel Title
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