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Error-free simplification of transparent Mamdani systems | IEEE Conference Publication | IEEE Xplore

Error-free simplification of transparent Mamdani systems


Abstract:

This paper shows that combinatorial complexity of fuzzy systems is at least in part caused by redundancy in these systems and presents the algorithm and its implementatio...Show More

Abstract:

This paper shows that combinatorial complexity of fuzzy systems is at least in part caused by redundancy in these systems and presents the algorithm and its implementation for detection and removal of such redundancy for a special class of Mamdani systems. Performance of the simplification algorithm is demonstrated with uniformly impressive results on acknowledged benchmarks coming from different areas of engineering - truck backer-upper control, Mackey-Glass time series prediction and iris data classification.
Date of Conference: 06-08 September 2008
Date Added to IEEE Xplore: 11 November 2008
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Conference Location: Varna, Bulgaria

References

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