Title :
Resolution principle based on six lattice-valued proposition logic LP6(X)
Author :
Meng, Dan ; Xu, Yang ; Qiu, Xiaoping ; Qin, Keyun
Author_Institution :
Dept. of Appl. Math., Southwest Jiaotong Univ., Sichuan, China
Abstract :
Resolution-based automated reasoning theory is an important and active research field in artificial intelligence. It is used to judge the satisfiability of any logic formula. With the development of classical and non-classical logic, the resolution theory and method based on different logic system has been discussed widely and deeply. In the present paper, a new resolution principle by using ultrafilter in LP6(X) is put forward. Different from existed method of resolution, this resolution in this paper is based on ultrafilter of lattice implication algebra. Because of LP6(X) is a non-chain, non-boolean and non-well-ordered algebra structure, resolution based on LP6(X) can be the theoretical foundation of resolution on lattice-valued truth-field. Accordingly, the research in this paper is helpful supported for the application of intelligent reasoning system based on lattice-valued logic.
Keywords :
inference mechanisms; multivalued logic; artificial intelligence; different logic system; intelligent reasoning system; lattice implication algebra; lattice-valued proposition logic; resolution theory; resolution-based automated reasoning theory; Algebra; Artificial intelligence; Computational and artificial intelligence; Fuzzy logic; Intelligent control; Intelligent systems; Lattices; Logic programming; Multivalued logic; Problem-solving;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1264530