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Fuzzy Controllers Design Using Space-Filling Curves

Elshafei-Ahmed, M and Ahmed, MS Fuzzy Controllers Design Using Space-Filling Curves. I E E E, PROCEEDINGS OF THE 1998 AMERICAN CONTROL CONFERENCE, 1-6. pp. 1855-1859.

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In this paper 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. The paper introduces first the Hilber Space-filling curves, and outlines algorithms for clustering and adaptive clustering which demonstrate the 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 dimentional space.

Item Type:Article
Date Type:Publication
Divisions:College Of Computer Sciences and Engineering > Systems Engineering Dept
Creators:Elshafei-Ahmed, M and Ahmed, MS
ID Code:2488
Deposited On:14 Jun 2008 14:03
Last Modified:12 Apr 2011 13:13

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