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Fuzzy controllers design using space-filling curves

Elshafei-Ahmed, M. and Ahmed, M.S. (1998) Fuzzy controllers design using space-filling curves. American Control Conference, 1998. Proceedings of the 1998, 3.

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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

Item Type:Article
Date:June 1998
Date Type:Publication
Divisions:College Of Computer Sciences and Engineering > Systems Engineering Dept
Creators:Elshafei-Ahmed, M. and Ahmed, M.S.
ID Code:14140
Deposited By:KFUPM ePrints Admin
Deposited On:24 Jun 2008 16:24
Last Modified:12 Apr 2011 13:15

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