Authors
Yuhui Shi, Russell Eberhart, Yaobin Chen
Publication date
1999/4
Journal
IEEE Transactions on fuzzy systems
Volume
7
Issue
2
Pages
109-119
Publisher
IEEE
Description
Evolutionary fuzzy systems are discussed in which the membership function shapes and types and the fuzzy rule set including the number of rules inside it are evolved using a genetic (evolutionary) algorithm. In addition, the genetic parameters (operators) of the evolutionary algorithm are adapted via a fuzzy system. Benefits of the methodology are illustrated in the process of classifying the iris data set. Possible extensions of the methods are summarized.
Total citations
Scholar articles
Y Shi, R Eberhart, Y Chen - IEEE Transactions on fuzzy systems, 1999