Fuzzy Sets, Fuzzy Logicnd Fuzzy Systems, Selected Papers by Lotfi a Zadeh, Vol. 6
This book consists of 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.
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This book consists of 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.
PrefaceNote to the ReaderAcknowledgmentsIntroduction1Bibliography of Papers17Fuzzy sets19Fuzzy sets and systems35Abstraction and pattern classification44Shadows of fuzzy sets51Fuzzy algorithms60Note on fuzzy languages69Towards a theory of fuzzy systems83Quantitative fuzzy semantics105A rationale for fuzzy control123On fuzzy algorithms127Fuzzy languages and their relation to human and machine intelligence148On fuzzy mapping and control180A system-theoretic view of behavior modification185On the analysis of large-scale systems195Calculus of fuzzy restrictions210Fuzzy logic and approximate reasoning238The linguistic approach and its application to decision analysis260Local and fuzzy logics283Linguistic characterization of preference relations as a basis for choice in social systems336Fuzzy sets and their application to pattern classification and clustering analysis355Fuzzy sets394Fuzzy sets and information granularity433Liar's paradox and truth qualification principle449Fuzzy systems theory: A framework for the analysis of humanistic systems464Possibility theory and soft data analysis481Test-score semantics for natural languages and meaning representation via PRUF542A note on prototype theory and fuzzy sets587A fuzzy-set-theoretic approach to the compositionality of meaning: Propositions, dispositions and canonical forms594Precisiation of meaning via translation into PRUF614Fuzzy probabilities643A formalization of commonsense reasoning based on fuzzy logic653Management of uncertainty in expert systems658A simple view of the Dempster-Shafer theory of evidence and its implication for the rule of combination674Outline of a computational approach to meaning and knowledge representation based on the concept of a generalized assignment statement680Outline of a theory of usuality based on fuzzy logic694A computational theory of dispositions713Fuzzy sets, usuality and commonsense reasoning738Dispositional logic759Knowledge representation in fuzzy logic764Fuzzy logic, neural networks and soft computing775The role of fuzzy logic in modeling, identification and control783Soft computing and fuzzy logic796Probability theory and fuzzy logic are complementary rather than competitive805The birth and evolution of fuzzy logic, soft computing, and computing with words: A personal perspective811Subject Index821
