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Fuzzy Sets and Fuzzy Logic
George J. Klir
Bo Yuan
其他書名
Theory and Applications
出版
Prentice Hall PTR
, 1995
主題
Computers / Artificial Intelligence / General
Computers / Computer Science
Computers / Data Science / Neural Networks
Mathematics / Logic
Mathematics / Set Theory
ISBN
0131011715
9780131011717
URL
http://books.google.com.hk/books?id=AOhQAAAAMAAJ&hl=&source=gbs_api
註釋
The primary purpose of this book is to provide the reader with a comprehensive coverage of theoretical foundations of fuzzy set theory and fuzzy logic, as well as a broad overview of the increasingly important applications of these novel areas of mathematics. Although it is written as a text for a course at the graduate or upper division undergraduate level, the book is also suitable for self-study and for industry-oriented courses of continuing education. No previous knowledge of fuzzy set theory and fuzzy logic is required for understanding the material covered in the book. Although knowledge of basic ideas of classical (nonfuzzy) set theory and classical (two-valued) logic is useful, fundamentals of these subject areas are briefly overviewed in the book. In addition, basic ideas of neural networks, genetic algorithms, and rough sets are also explained. This makes the book virtually self-contained. Throughout the book, many examples are used to illustrate concepts, methods, and generic applications as they are introduced. Each chapter is followed by a set of exercises, which are intended to enhance readers' understanding of the material presented in the chapter. Extensive and carefully selected bibliography, together with bibliographical notes at the end of each chapter and a bibliographical subject index, is an invaluable resource for further study of fuzzy theory and applications.