Error-free simplification of transparent Mamdani systems


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.

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@article{Riid2008ErrorfreeSO, title={Error-free simplification of transparent Mamdani systems}, author={Andri Riid and Kalle Saastamoinen and Ennu Rustern}, journal={2008 4th International IEEE Conference Intelligent Systems}, year={2008}, volume={1}, pages={2-8-2-13} }