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Apr 1998
ISBN 0262161710
465 pp.
263 illus.
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An Introduction to Fuzzy Sets
Witold Pedrycz and Fernando Gomide

"The Pedrycz and Gomide text is superb in all respects. Its exposition of fuzzy-neural networks and fuzzy-genetic systems adds much to its value as a textbook"
-- Lotfi A. Zadeh, University of California, Berkeley.

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.

Table of Contents
 Contents
 Foreword
 Preface
1 Basic Notions and Concepts of Fuzzy Sets
2 Fuzzy Set Operations
3 Information-Based Characterization of Fuzzy Sets
4 Fuzzy Relations and Their Calculus
5 Fuzzy Numbers
6 Fuzzy Sets and Probability
7 Linguistic Variables
8 Fuzzy Logic
9 Fuzzy Measures and Fuzzy Integrals
10 Rule-Based Computations
11 Fuzzy Neurocomputation
12 Fuzzy Evolutionary Computation
13 Fuzzy Modeling
14 Methodology
15 Case Studies
 Index
 
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