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Erschienen in:
2012 | OriginalPaper | Buchkapitel
A Historical Review of Mamdani-Type Genetic Fuzzy Systems
verfasst von : Oscar Cordón
Erschienen in: Combining Experimentation and Theory
Verlag: Springer Berlin Heidelberg
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The need for trading off interpretability and accuracy is intrinsic to the use of fuzzy systems. The fuzzy modeling scientific community has proposed many different design techniques dealing with the interpretability-accuracy tradeoff. In particular, the use of genetic fuzzy systems has been widely extended thanks to their inherent flexibility and their capability to jointly consider different optimization criteria. The current contribution constitutes a brief review on some of the existing genetic fuzzy system approaches relying on Mamdani-type fuzzy rule-based systems to obtain interpretable linguistic fuzzy models with a good accuracy.