A New Meth...

Abstract

As we know fuzzy modeling is one of the most
powerful techniques to extract experts’ knowledge in the
form of fuzzy if-then rules. In this research work, a new
method to fuzzy modeling is proposed in which the main
goal is to construct a fuzzy rule-base of the type of
Mamdani. In the proposed method, fuzzy c-means (FCM)
clustering is used for structure identification and two
optimization problems are used for parameter identification.
The proposed method is used to simulate experts’ knowledge
for performance evaluation of tenants in incubators.
The authors have implemented their proposed method in a
real numerical example successfully.