Title :
A mathematical theory of inference channels
Author :
Tan, Sie-Keng ; Wang, Pei-Zhuang
Author_Institution :
Nat. Univ. of Singapore, Singapore
Abstract :
A unified mathematical approach for the study of the theory of inference is presented. The authors introduce the notion of inference channels and consider the truth values flowing among these channels. They study the mathematical structure of these inference channels based on a framework of knowledge representation and thus establish a theory of inference to gain an insight into the core of approximate reasoning
Keywords :
inference mechanisms; knowledge representation; approximate reasoning; inference channels; knowledge representation; truth values; unified mathematical approach; Calculus; Channel capacity; Fuzzy logic; Knowledge representation; Machinery; Mathematics;
Conference_Titel :
Fuzzy Systems, 1993., Second IEEE International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-0614-7
DOI :
10.1109/FUZZY.1993.327512