Title :
On the non-monotonicity of fuzzy relations
Author :
Cubillo, Susana ; Trillas, Enric
Author_Institution :
Dept. Matematica Aplicado, Univ. Politecnica de Madrid, Spain
Abstract :
In any monotonic logic the increase of premises does not lead to erase any conclusion. Nevertheless, this is not the case of common reasoning, in which often one has not all the necessary elements of judgement for obtaining totally valid conclusions. Frequently, one makes inferences with the available information, obtaining plausible results until new data force one to cancel them. This way, while in classic inference the basic concept is “truth”, in the inference of common sense it should be “admissibility until new command”. The giving up of the monotonicity leads to consider weaker properties getting some different kinds of nonmonotonic logics, according to the desirable properties at each framework. This paper presents a definition of weak monotonicity, and some characterizations through logical states are obtained. The authors´ previous characterization of T-preorders is reached in a more general way. In particular, both the finite and the classical cases are studied. The last section is devoted to restricted monotonicity
Keywords :
common-sense reasoning; fuzzy logic; nonmonotonic reasoning; T-preorders; common sense inference; fuzzy relations; nonmonotonic logics; restricted monotonicity; weak monotonicity; Fuzzy logic; Fuzzy sets;
Conference_Titel :
Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
Conference_Location :
Yokohama
Print_ISBN :
0-7803-2461-7
DOI :
10.1109/FUZZY.1995.409842