Triangular Norms

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The history of triangular norms started with the paper "Statistical metrics" [Menger 1942]. The main idea of Karl Menger was to construct metric spaces where probability distributions rather than numbers are used in order to de­ scribe the distance between two elements of the space in question. Triangular norms (t-norms for short) naturally came into the picture in the course of the generalization of the classical triangle inequality to this more general set­ ting. The original set of axioms for t-norms was considerably weaker, including among others also the functions which are known today as triangular conorms. Consequently, the first field where t-norms played a major role was the theory of probabilistic metric spaces ( as statistical metric spaces were called after 1964). Berthold Schweizer and Abe Sklar in [Schweizer & Sklar 1958, 1960, 1961] provided the axioms oft-norms, as they are used today, and a redefinition of statistical metric spaces given in [Serstnev 1962]led to a rapid development of the field. Many results concerning t-norms were obtained in the course of this development, most of which are summarized in the monograph [Schweizer & Sklar 1983]. Mathematically speaking, the theory of (continuous) t-norms has two rather independent roots, namely, the field of (specific) functional equations and the theory of (special topological) semigroups.

Author(s): Erich Peter Klement, Radko Mesiar, Endre Pap
Series: Trends in Logic 8
Publisher: Springer
Year: 2000

Language: English
Pages: 387
Tags: Logic; Order, Lattices, Ordered Algebraic Structures; Mathematical Logic and Foundations

Front Matter....Pages i-xix
Front Matter....Pages 1-1
Basic definitions and properties....Pages 3-19
Algebraic aspects....Pages 21-51
Construction of t-norms....Pages 53-100
Families of t-norms....Pages 101-119
Representations of t-norms....Pages 121-140
Comparison of t-norms....Pages 141-156
Values and discretization of t-norms....Pages 157-176
Convergence of t-norms....Pages 177-192
Front Matter....Pages 193-193
Distribution functions....Pages 195-214
Aggregation operators....Pages 215-228
Many-valued logics....Pages 229-247
Fuzzy set theory....Pages 249-264
Applications of fuzzy logic and fuzzy sets....Pages 265-282
Generalized measures and integrals....Pages 283-312
Back Matter....Pages 313-387