Fuzzy temporal representation and reasoning [hot-cold water mixer simulator example]

Author

Meesad, Phayung ; Yen, Gary G.

Author_Institution

King Mongkut´´s Inst. of Technol., Bangkok, Thailand

Volume

5

fYear

2003

Abstract

In this study, a novel hybrid intelligent system (HIS) that provides a unified framework of numerical and linguistic knowledge representation is deployed. The HIS is equipped with the ability of representing and reasoning cause-and-effect relationships involving temporal dynamics. To evaluate the system´s performance, the experimental results on a hot-cold water mixer simulator show a convincing capability of extracting temporal relationships from a dynamic process.

Keywords

computational linguistics; fuzzy logic; knowledge acquisition; knowledge representation; learning (artificial intelligence); mixing; temporal reasoning; HIS; cause-and-effect relationship reasoning; dynamic process temporal relationship extraction; fuzzy temporal reasoning; fuzzy temporal representation; fuzzy temporal systems; hot-cold water mixer simulator; hybrid intelligent system; linguistic knowledge representation; numerical knowledge representation; rule generation; temporal dynamics; Clustering algorithms; Computational intelligence; Computational modeling; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Hybrid intelligent systems; Knowledge representation; Medical diagnosis; System performance;

fLanguage

English

Publisher

ieee

Conference_Titel

Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on

Print_ISBN

0-7803-7761-3

Type

conf

DOI

10.1109/ISCAS.2003.1206431

Filename

1206431