CONTROL OF ERROR IN FUZZY-LOGIC MODELING

Authors
WHALEN T SCHOTT B GIM GY
Citation
T. Whalen et al., CONTROL OF ERROR IN FUZZY-LOGIC MODELING, Fuzzy sets and systems, 80(1), 1996, pp. 23-35
Citations number
11
Categorie Soggetti
Computer Sciences, Special Topics","System Science",Mathematics,"Statistic & Probability",Mathematics,"Computer Science Theory & Methods
Journal title
Fuzzy sets and systems → ACNP
ISSN journal
01650114
Volume
80
Issue
1
Year of publication
1996
Pages
23 - 35
Database
ISI
SICI code
0165-0114(1996)80:1<23:COEIFM>2.0.ZU;2-L
Abstract
This paper analyzes some of the major sources of error which account f or variations in performance among the 72 logical systems studied in [ 2, 4, 5]. One of the most important of these sources is discretization error. We show that a new approach to implementing logical systems ba sed on level sets is a powerful and efficient way to control discretiz ation error for material implication relations, though it produces mix ed results under Mamdani logic.