Title :
A note on fuzzy granular reasoning
Author :
Murai, Tetsuya ; Kudo, Yasuo ; Huynh, Van Nam ; Tanaka, Akira ; Kudo, Mineichi
Author_Institution :
Div. of Comput. Sci., Graduate Sch. of Information, Sapporo, Japan
Abstract :
In this paper, firstly, processes of classical inference are reviewed as granular reasoning from a point of view of reconstructing Kripke-style models with granularity. The essential point of the reconstruction is that some possible worlds are amalgamated to generate granules of worlds and vice versa. It is also called zoom reasoning systems. Then, the idea is applied for fuzzy reasoning processes by considering fuzzily granularized possible worlds. There linguistic truth values with linguistic hedges can be naturally introduced.
Keywords :
fuzzy reasoning; fuzzy set theory; classical inference; fuzzy granular reasoning; linguistic truth values; zoom reasoning system; Computer science; Cost accounting; Fuzzy reasoning; Fuzzy sets; Humans; Information science; Knowledge engineering; Logic; Set theory; Systems engineering and theory;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375731