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Selection of appropriate defuzzification methods using application specific properties

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1 Author(s)
Runkler, T.A. ; Corp. Technol., Siemens AG, Munich, Germany

Defuzzification is used to transform fuzzy inference results into crisp output. The standard defuzzification methods fail in some applications. It is, therefore, important to select appropriate defuzzification methods depending on the application. This paper presents some of the most important defuzzification methods and investigates their properties. With three application examples, it illustrates how to select appropriate defuzzification methods using application specific properties

Published in:

Fuzzy Systems, IEEE Transactions on  (Volume:5 ,  Issue: 1 )