Paper Info
Title
Fuzzy rule-based systems on general-purpose processors
Abstract
Fast implementations of fuzzy rule based systems on general purpose processors are required during the simulation and optimization of fuzzy systems with neural networks or genetic algorithms. In this paper we present several adapted concepts for the implementation of FRBS on general purpose processors on the basis of a precise analysis of the fuzzy algorithm. These concepts are based on look-up tables, optimized rule processing and digital pulse-duration modulation. Using these concepts, general purpose processors can procduce solutions quicker than the second generation of special fuzzy processors could.
Year
DOI
Venue
1995
10.1109/40.400641
IEEE Micro
Keywords
Field
DocType
fuzzy systems,genetic algorithms,neural nets,table lookup,digital pulse-duration modulation,fuzzy processors,fuzzy rule-based systems,general-purpose processors,lookup tables,neural networks,optimization,optimized rule processing,simulation
Fuzzy electronics,Neuro-fuzzy,Computer science,Fuzzy set operations,Fuzzy logic,Theoretical computer science,Fuzzy control system,Fuzzy number,Genetic algorithm,Fuzzy rule
Journal
Volume
Issue
ISSN
15
4
0272-1732
Citations 
PageRank 
References 
17
2.51
3
Authors
2
Name
Order
Citations
PageRank
Hartmut Surmann169950.40
Ansgar P. Ungering2172.51