Title :
Revision principle for approximate reasoning (based on semantic revising method)
Author :
Shen, Zuliang ; Ding, Liya ; Lui, Ho Chung ; Wang, Pei-Zhuang ; Mukaidono, M.
Author_Institution :
Inst. of Syst. Sci., Nat. Univ. of Singapore, Singapore
Abstract :
The problem of how to get the conclusion Q´ approximately when a rule P→Q and a fact P´ that is an approximation of P are given, is considered. The revision principle and the linear revision method have been proposed for this case. The basic idea of the revision principle is that it is believed that there are some approximate relations between P´ and P as well as between Q´ and Q. As a continuation of above research, a semantic revision method (SRM) is proposed. In SRM, the so-called semantics of a rule P→Q is defined by the falling shadow theory. By the semantics of a rule P→Q and an approximated fact P´, an approximate conclusion Q´ can be naturally deduced
Keywords :
fuzzy logic; approximate conclusion; approximate reasoning; revision method; semantic revision method; semantics; Fuzzy sets; Logic;
Conference_Titel :
Multiple-Valued Logic, 1992. Proceedings., Twenty-Second International Symposium on
Conference_Location :
Sendai
Print_ISBN :
0-8186-2680-1
DOI :
10.1109/ISMVL.1992.186832