Fuzzy Sets, Fuzzy Logic, and Fuzzy Systems: Selected Papers

Couverture
World Scientific, 1996 - 826 pages
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.
 

Table des matières

Bibliography of Papers by Lotfi A Zadeh
7
Fuzzy sets 1
22
Fuzzy sets and systems 2
35
Abstraction and pattern classification 3
46
Fuzzy algorithms 5
60
Note on fuzzy languages 8
69
Towards a theory of fuzzy systems 10
83
Quantitative fuzzy semantics 11
105
Liars paradox and truthqualification principle 41
449
A framework for the analysis of humanistic systems 49
464
Possibility theory and soft data analysis 50
481
Testscore semantics for natural languages and meaning representation
542
A note on prototype theory and fuzzy sets 54
587
Precisiation of meaning via translation into PRUF 65
614
Fuzzy probabilities 70
643
A formalization of commonsense reasoning based on fuzzy logic 73
653

A rationale for fuzzy control 15
123
Fuzzy languages and their relation to human and machine intelligence 18
148
On fuzzy mapping and control 20
180
On the analysis of largescale systems 24
195
Calculus of fuzzy restrictions 26
210
Fuzzy logic and approximate reasoning 27
238
The linguistic approach and its application to decision analysis 29
260
Local and fuzzy logics 30
283
Linguistic characterization of preference relations as a basis for choice
336
Fuzzy sets and their application to pattern classification and clustering analysis 34
355
Fuzzy sets 38
394
Fuzzy sets and information granularity 40
433
A simple view of the DempsterShafer theory of evidence and its implication
674
Outline of a computational approach to meaning and knowledge representation
680
Outline of a theory of usuality based on fuzzy logic 80
694
A computational theory of dispositions 84
713
Fuzzy sets usuality and commonsense reasoning 85
738
Dispositional logic 88
759
Fuzzy logic neural networks and soft computing 99
775
The role of fuzzy logic in modeling identification and control 100
783
Soft computing and fuzzy logic 102
796
Probability theory and fuzzy logic are complementary rather than competitive 103
805
Subject Index
821
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