Fuzzy controllers design using space-filling curves
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 clusteri...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , |
| التنسيق: | article |
| منشور في: |
1998
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| الموضوعات: | |
| الوصول للمادة أونلاين: | https://eprints.kfupm.edu.sa/id/eprint/14140/1/14140_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14140/2/14140_2.doc |
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| _version_ | 1864513393370595328 |
|---|---|
| author | Elshafei-Ahmed, M. |
| author2 | Ahmed, M.S. unknown |
| author2_role | author author |
| author_facet | Elshafei-Ahmed, M. Ahmed, M.S. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Elshafei-Ahmed, M. Ahmed, M.S. unknown |
| dc.date.none.fl_str_mv | 1998-06 2020 |
| dc.format.none.fl_str_mv | application/pdf application/msword |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14140/1/14140_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14140/2/14140_2.doc (1998) Fuzzy controllers design using space-filling curves. American Control Conference, 1998. Proceedings of the 1998, 3. |
| dc.language.none.fl_str_mv | en en |
| dc.publisher.none.fl_str_mv | IEEE |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/14140/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Computer |
| 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 | 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 |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_72d3ca7d13a44c7ce6d68f09d9e17cf5 |
| identifier_str_mv | (1998) Fuzzy controllers design using space-filling curves. American Control Conference, 1998. Proceedings of the 1998, 3. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::14140 |
| publishDate | 1998 |
| publisher.none.fl_str_mv | IEEE |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Fuzzy controllers design using space-filling curvesElshafei-Ahmed, M.Ahmed, M.S.unknownComputerWe 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 spaceIEEE1998-062020ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfapplication/mswordhttps://eprints.kfupm.edu.sa/id/eprint/14140/1/14140_1.pdfhttps://eprints.kfupm.edu.sa/id/eprint/14140/2/14140_2.doc (1998) Fuzzy controllers design using space-filling curves. American Control Conference, 1998. Proceedings of the 1998, 3. enenhttps://eprints.kfupm.edu.sa/id/eprint/14140/info:eu-repo/semantics/openAccessoai::141402019-11-01T14:04:23Z |
| spellingShingle | Fuzzy controllers design using space-filling curves Elshafei-Ahmed, M. Computer |
| 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 | Computer |
| url | https://eprints.kfupm.edu.sa/id/eprint/14140/1/14140_1.pdf https://eprints.kfupm.edu.sa/id/eprint/14140/2/14140_2.doc |