Fuzzy Controllers Design Using Space-Filling Curves
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...
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| Format: | article |
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2020
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| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/2488/1/fuzzy_controllers_design_using_space_fil_elshafei_ahmed_isip_000075568200392.doc |
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| _version_ | 1864513390838284288 |
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| author | Elshafei-Ahmed, M |
| author2 | Ahmed, MS unknown |
| author2_role | author author |
| author_facet | Elshafei-Ahmed, M Ahmed, MS unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Elshafei-Ahmed, M Ahmed, MS unknown |
| dc.date.*.fl_str_mv | 2020 |
| dc.format.none.fl_str_mv | application/msword |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2488/1/fuzzy_controllers_design_using_space_fil_elshafei_ahmed_isip_000075568200392.doc Fuzzy Controllers Design Using Space-Filling Curves. I E E E, PROCEEDINGS OF THE 1998 AMERICAN CONTROL CONFERENCE, 1-6. pp. 1855-1859. |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | I E E E |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2488/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Systems |
| dc.title.none.fl_str_mv | Fuzzy Controllers Design Using Space-Filling Curves |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | 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. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_f72b34be5403e169950aeac8873cc817 |
| identifier_str_mv | Fuzzy Controllers Design Using Space-Filling Curves. I E E E, PROCEEDINGS OF THE 1998 AMERICAN CONTROL CONFERENCE, 1-6. pp. 1855-1859. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::2488 |
| publishDate | 2020 |
| publisher.none.fl_str_mv | I E E E |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Fuzzy Controllers Design Using Space-Filling CurvesElshafei-Ahmed, MAhmed, MSunknownSystemsIn 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.I E E EArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/mswordhttps://eprints.kfupm.edu.sa/id/eprint/2488/1/fuzzy_controllers_design_using_space_fil_elshafei_ahmed_isip_000075568200392.doc Fuzzy Controllers Design Using Space-Filling Curves. I E E E, PROCEEDINGS OF THE 1998 AMERICAN CONTROL CONFERENCE, 1-6. pp. 1855-1859. enhttps://eprints.kfupm.edu.sa/id/eprint/2488/2020info:eu-repo/semantics/openAccessoai::24882019-11-01T13:44:24Z |
| spellingShingle | Fuzzy Controllers Design Using Space-Filling Curves Elshafei-Ahmed, M Systems |
| status_str | publishedVersion |
| title | Fuzzy Controllers Design Using Space-Filling Curves |
| title_full | Fuzzy Controllers Design Using Space-Filling Curves |
| title_fullStr | Fuzzy Controllers Design Using Space-Filling Curves |
| title_full_unstemmed | Fuzzy Controllers Design Using Space-Filling Curves |
| title_short | Fuzzy Controllers Design Using Space-Filling Curves |
| title_sort | Fuzzy Controllers Design Using Space-Filling Curves |
| topic | Systems |
| url | https://eprints.kfupm.edu.sa/id/eprint/2488/1/fuzzy_controllers_design_using_space_fil_elshafei_ahmed_isip_000075568200392.doc |