DocumentCode
629733
Title
Expert rules refinement by solving fuzzy relational equations
Author
Rotshtein, Alexander ; Rakytyanska, Hanna
Author_Institution
Dept. of Ind. Eng. & Manage., Jerusalem Coll. of Technol., Jerusalem, Israel
fYear
2013
fDate
6-8 June 2013
Firstpage
257
Lastpage
264
Abstract
In this paper, an approach to expert rules refinement within the framework of fuzzy relational calculus is proposed. The system of fuzzy rules can be rearranged as a collection of linguistic solutions of fuzzy relational equations using the composite system of fuzzy terms. Resolution of fuzzy relational equations guarantees the optimal number of fuzzy rules for each output fuzzy term and the optimal geometry of input fuzzy terms for each linguistic solution.
Keywords
expert systems; fuzzy set theory; relational algebra; composite system; expert rules refinement; fuzzy relational calculus; fuzzy relational equations; fuzzy rules system; fuzzy terms; linguistic solution; optimal geometry; Equations; Genetic algorithms; Knowledge based systems; Mathematical model; Pragmatics; Tuning; Vectors; Expert rules refinement; solving fuzzy relational equations; structural tuning of knowledge bases;
fLanguage
English
Publisher
ieee
Conference_Titel
Human System Interaction (HSI), 2013 The 6th International Conference on
Conference_Location
Sopot
ISSN
2158-2246
Print_ISBN
978-1-4673-5635-0
Type
conf
DOI
10.1109/HSI.2013.6577833
Filename
6577833
Link To Document