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Journal of Modeling, Design and Management of Engineering Systems

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FUZZY MODELING BY SUCCESSIVE ESTIMATION OF RULES

EE Omizegba, MI Onogu, OU Okereke

Abstract


This paper presents an algorithm for automatically deriving fuzzy rules directly from a set of input-output data of a process for the purpose of modeling. The rules are extracted by a method termed successive estimation. This method is used to generate a model without truncating the number of fired rules, to within user specified accuracy and without requiring an in-depth understanding of the underlying process. Results obtained by the algorithm are in good agreement with the available data on the speed-current characteristics of a dc series motor.

JMDMES Vol.2(1) 2003: 71-81



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