Title :
Generalized Causal Inductive Reasoning Model Based on Generalized Causal Cellular Automata
Author :
Yang, Bingru ; Li, Xin ; Song, Wei
Author_Institution :
Sch. of Inf. Eng., Beijing Univ. of Sci. & Technol.
Abstract :
Based on cellular automata theory, inductive logic causal model is proposed. Then the generalized causal cellular automata, which can deal with both random uncertainty and fuzzy uncertainty, is proposed by integrating the inductive logic causal model and language field theory. Based on the generalized causal cellular automata, the generalized causal inductive reasoning model is presented. Comparisons with ordinary fuzzy reasoning are listed. Finally, the applications of proposed methods are discussed in brief
Keywords :
causality; cellular automata; inductive logic programming; inference mechanisms; uncertain systems; fuzzy uncertainty; generalized causal cellular automata; generalized causal inductive reasoning model; inductive logic causal model; language field theory; random uncertainty; Association rules; Automata; Electronic mail; Expert systems; Fuzzy logic; Fuzzy reasoning; History; Samarium; State-space methods; Uncertainty; generalized cellular automata; generalized inductive logic causal model; language field theory;
Conference_Titel :
Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9422-4
DOI :
10.1109/ICNNB.2005.1614636