DocumentCode
2245733
Title
Mamdanian logic
Author
Zheng, Yalin ; Zhang, Changshui ; Yi, Xing
Author_Institution
Dept. of Autom., Tsinghua Univ., Beijing, China
Volume
2
fYear
2004
fDate
25-29 July 2004
Firstpage
629
Abstract
In the framework of stratified fuzzy propositional logic F, the regular harmonious neighborhood structure determined by the Mamdanian approximate function Hgt is the typical and best paradigm of approximate reasoning neighborhood algorithms. The advantage of Mamdanian algorithm comes from the regular harmoniousness property of Hgt presented by us in this paper, which guarantees that when the input of the obtained new approximate knowledge is close enough to that of the standard knowledge, not only the approximate reasoning consequence of the new knowledge is adequately close to that of the standard knowledge, but also the new knowledge itself is close enough to the standard knowledge.
Keywords
fuzzy logic; fuzzy reasoning; fuzzy set theory; uncertainty handling; Mamdanian algorithm; Mamdanian approximate function; Mamdanian logic; approximate reasoning neighborhood algorithms; fuzzy propositional logic; fuzzy set theory; harmonious neighborhood structure; knowledge approximation; Artificial intelligence; Automatic control; Automation; Fuzzy control; Fuzzy logic; Fuzzy reasoning; Humans; Impedance matching; Intelligent systems; Laboratories;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
ISSN
1098-7584
Print_ISBN
0-7803-8353-2
Type
conf
DOI
10.1109/FUZZY.2004.1375470
Filename
1375470
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