Structure of Uninorms

Author:

Fodor János C.1,Yager Ronald R.2,Rybalov Alexander3

Affiliation:

1. Institute of Mathematics and Computer Science, University of Agricultural Sciences (GATE), Páter K. u. 1., H-2103 Gödöllö, Hungary

2. Machine Intelligence Institute, Iona College, New Rochelle, NY 10801, USA

3. Computer Science Department, Graduate Center of CUNY, New York, NY 10036, USA

Abstract

An exhaustive study of uninorm operators is established. These operators are generalizations of t-norms and t-conorms allowing the neutral element lying anywhere in the unit interval. It is shown that uninorms can be built up from t-norms and t-conorms by a construction similar to ordinal sums. De Morgan classes of uninorms are also described. Representability of uninorms is characterized and a general representation theorem is proved. Finally, pseudo-continuous uninorms are defined and completely classified.

Publisher

World Scientific Pub Co Pte Lt

Subject

Artificial Intelligence,Information Systems,Control and Systems Engineering,Software

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