Paper Info
Title
X-FCS: a fuzzy classifier system using accuracy based fitness - first results
Abstract
A fuzzy classifier system called X-FCS is proposed which employs accuracy-based fitness. Each classifier (rule) maintains an estimate of the payoff obtained when it fires and the accuracy of this prediction is used as the basis for selection under action of the genetic algorithm. The motivation behind this approach is that such a classifier system will be capable of generating compact, high-performance rule sets which are simultaneously general, accurate and co- adapted.
Year
Venue
Keywords
2001
EUSFLAT Conf.
fuzzy logic,classifier systems,accuracy-based fitness.,genetic algorithms
DocType
Citations 
PageRank 
Conference
4
0.53
References 
Authors
6
2
Name
Order
Citations
PageRank
Brian Carse125926.31
Anthony G. Pipe225539.08