Elshafei-Ahmed, M. and Ahmed, M.S. (1998) Fuzzy controllers design using space-filling curves. American Control Conference, 1998. Proceedings of the 1998, 3.
We present a clustering technique for fuzzy rules based on Hilbert space-filling curves (SFC). SFC scans an n-dimensional space and reduces it to a curve, i.e. a one-dimensional line. We first introduce the Hilbert space-filling curves, and outline the algorithms for clustering and adaptive clustering which demonstrate SFC efficient self-organizing features. We then propose a SFC fuzzy inference model based on clustering the object space. The SFC fuzzy model is then used to design a fuzzy controller. The proposed method achieves a dramatic reduction of the complexity of fuzzy controller by reducing the multivariable fuzzification problem to a one dimensional space
|Divisions:||College Of Computer Sciences and Engineering > Systems Engineering Dept|
|Creators:||Elshafei-Ahmed, M. and Ahmed, M.S.|
|Deposited By:||KFUPM ePrints Admin|
|Deposited On:||24 Jun 2008 16:24|
|Last Modified:||12 Apr 2011 13:15|
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