Fuzzy controllers design using space-filling curves

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

[img]
Preview
PDF
14140_1.pdf

Download (18kB) | Preview
[img] Microsoft Word
14140_2.doc

Download (26kB)

Abstract

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
Subjects: Computer
Department: College of Computing and Mathematics > lndustrial and Systems Engineering
Depositing User: Mr. Admin Admin
Date Deposited: 24 Jun 2008 13:24
Last Modified: 01 Nov 2019 14:04
URI: http://eprints.kfupm.edu.sa/id/eprint/14140