Fuzzy Sets, Fuzzy Logic and Fuzzy Systems : Selected Papers by Lotfi A. Zadeh

Selected Papers by Lotfi A. Zadeh

By: YUAN BO

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Hardcover | 1 January 1996

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842 Pages

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24.41 x 16.99 x 4.45

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This book consists of selected papers written by the founder of fuzzy set theory, Lotfi A Zadeh. Since Zadeh is not only the founder of this field, but has also been the principal contributor to its development over the last 30 years, the papers contain virtually all the major ideas in fuzzy set theory, fuzzy logic, and fuzzy systems in their historical context. Many of the ideas presented in the papers are still open to further development. The book is thus an important resource for anyone interested in the areas of fuzzy set theory, fuzzy logic, and fuzzy systems, as well as their applications. Moreover, the book is also intended to play a useful role in higher education, as a rich source of supplementary reading in relevant courses and seminars.

The book contains a bibliography of all papers published by Zadeh in the period 1949-1995. It also contains an introduction that traces the development of Zadeh's ideas pertaining to fuzzy sets, fuzzy logic, and fuzzy systems via his papers. The ideas range from his 1965 seminal idea of the concept of a fuzzy set to ideas reflecting his current interest in computing with words — a computing in which linguistic expressions are used in place of numbers.

Places in the papers, where each idea is presented can easily be found by the reader via the Subject Index.

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Preface
Note to the Reader
Acknowledgments
Introduction	p. 1
Bibliography of Papers	p. 17
Fuzzy sets	p. 19
Fuzzy sets and systems	p. 35
Abstraction and pattern classification	p. 44
Shadows of fuzzy sets	p. 51
Fuzzy algorithms	p. 60
Note on fuzzy languages	p. 69
Towards a theory of fuzzy systems	p. 83
Quantitative fuzzy semantics	p. 105
A rationale for fuzzy control	p. 123
On fuzzy algorithms	p. 127
Fuzzy languages and their relation to human and machine intelligence	p. 148
On fuzzy mapping and control	p. 180
A system-theoretic view of behavior modification	p. 185
On the analysis of large-scale systems	p. 195
Calculus of fuzzy restrictions	p. 210
Fuzzy logic and approximate reasoning	p. 238
The linguistic approach and its application to decision analysis	p. 260
Local and fuzzy logics	p. 283
Linguistic characterization of preference relations as a basis for choice in social systems	p. 336
Fuzzy sets and their application to pattern classification and clustering analysis	p. 355
Fuzzy sets	p. 394
Fuzzy sets and information granularity	p. 433
Liar's paradox and truth qualification principle	p. 449
Fuzzy systems theory: A framework for the analysis of humanistic systems	p. 464
Possibility theory and soft data analysis	p. 481
Test-score semantics for natural languages and meaning representation via PRUF	p. 542
A note on prototype theory and fuzzy sets	p. 587
A fuzzy-set-theoretic approach to the compositionality of meaning: Propositions, dispositions and canonical forms	p. 594
Precisiation of meaning via translation into PRUF	p. 614
Fuzzy probabilities	p. 643
A formalization of commonsense reasoning based on fuzzy logic	p. 653
Management of uncertainty in expert systems	p. 658
A simple view of the Dempster-Shafer theory of evidence and its implication for the rule of combination	p. 674
Outline of a computational approach to meaning and knowledge representation based on the concept of a generalized assignment statement	p. 680
Outline of a theory of usuality based on fuzzy logic	p. 694
A computational theory of dispositions	p. 713
Fuzzy sets, usuality and commonsense reasoning	p. 738
Dispositional logic	p. 759
Knowledge representation in fuzzy logic	p. 764
Fuzzy logic, neural networks and soft computing	p. 775
The role of fuzzy logic in modeling, identification and control	p. 783
Soft computing and fuzzy logic	p. 796
Probability theory and fuzzy logic are complementary rather than competitive	p. 805
The birth and evolution of fuzzy logic, soft computing, and computing with words: A personal perspective	p. 811
Subject Index	p. 821
Table of Contents provided by Blackwell. All Rights Reserved.

Fuzzy Sets, Fuzzy Logic and Fuzzy Systems : Selected Papers by Lotfi A. Zadeh

Selected Papers by Lotfi A. Zadeh

At a Glance

Hardcover

Shipping

How to return your order

Defective items

You Can Find This Book In

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