Title :
The inconsistency of fuzzy triangular relational products in the light of pseudo-strictly monotonic fuzzy connectives
Author :
Hallam, Nasreddine ; Ngo, David Chek Ling
Author_Institution :
Fac. of IT, Multimedia University, Selangor, Malaysia
Abstract :
The theory of fuzzy relational products (a relatively new inference scheme) was pioneered by W. Bandler and L.J. Kohout (1978; 1980). The original definitions of triangular products as set by Bandler and Kohout were modified by B. DeBaets and B. Kerre (1993; 1994) after they proved that the original ones were bearing the shortcoming of the non-emptiness requirements and cannot be trusted as a proper deductive scheme. An attempt to apply the improved inference definitions in a real life field, namely medical diagnosis, produced unexpected results. This is because the fuzzy connectives (Kliene-Dines and Luckasievic) do not exhibit the strong property of pseudo-strict monotonicity. The purpose of the paper, apart from being an empirical-oriented research study, is to try the improved definitions by instantiating them with well-known pseudo-strictly monotonic fuzzy connectives
Keywords :
fuzzy logic; fuzzy set theory; inference mechanisms; medical expert systems; uncertainty handling; deductive scheme; fuzzy inferences; fuzzy triangular relational product inconsistency; inference definitions; inference scheme; medical diagnosis; non-emptiness requirements; pseudo-strict monotonicity; pseudo-strictly monotonic fuzzy connectives; real life field; Diseases; Engines; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Knowledge based systems; Medical diagnosis; Multimedia systems; Testing;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.944691