A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM
The Fuzzy clustering (FC) problem is a non-convex mathematical program which usually possesses several local minima. The global minimum solution of the problem is found using a simulated annealing-based algorithm. Some preliminary computational experiments are reported and the solution is compared w...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | , |
| Format: | article |
| Published: |
2020
|
| Subjects: | |
| Online Access: | https://eprints.kfupm.edu.sa/id/eprint/2543/1/a_global_algorithm_for_the_fuzzy_cluster_alsultan_isi_a1993me10000007.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1864513390860304384 |
|---|---|
| author | Selim, S.Z. |
| author2 | AlSultan, K.S. unknown |
| author2_role | author author |
| author_facet | Selim, S.Z. AlSultan, K.S. unknown |
| author_role | author |
| dc.creator.none.fl_str_mv | Selim, S.Z. AlSultan, K.S. unknown |
| dc.date.*.fl_str_mv | 2020 |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2543/1/a_global_algorithm_for_the_fuzzy_cluster_alsultan_isi_a1993me10000007.pdf A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM. PATTERN RECOGNITION, 26. pp. 1357-1361. |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | PERGAMON-ELSEVIER SCIENCE LTD |
| dc.relation.none.fl_str_mv | https://eprints.kfupm.edu.sa/id/eprint/2543/ |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Math Computer |
| dc.title.none.fl_str_mv | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM |
| dc.type.none.fl_str_mv | Article PeerReviewed info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | The Fuzzy clustering (FC) problem is a non-convex mathematical program which usually possesses several local minima. The global minimum solution of the problem is found using a simulated annealing-based algorithm. Some preliminary computational experiments are reported and the solution is compared with that generated by the Fuzzy C-means algorithm. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | KFUPM_fdc0422de9a8bc26810741a664a1f799 |
| identifier_str_mv | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM. PATTERN RECOGNITION, 26. pp. 1357-1361. |
| language_invalid_str_mv | en |
| network_acronym_str | KFUPM |
| network_name_str | King Fahd University of Petroleum and Minerals |
| oai_identifier_str | oai::2543 |
| publishDate | 2020 |
| publisher.none.fl_str_mv | PERGAMON-ELSEVIER SCIENCE LTD |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEMSelim, S.Z.AlSultan, K.S.unknownMathComputerThe Fuzzy clustering (FC) problem is a non-convex mathematical program which usually possesses several local minima. The global minimum solution of the problem is found using a simulated annealing-based algorithm. Some preliminary computational experiments are reported and the solution is compared with that generated by the Fuzzy C-means algorithm.PERGAMON-ELSEVIER SCIENCE LTDArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://eprints.kfupm.edu.sa/id/eprint/2543/1/a_global_algorithm_for_the_fuzzy_cluster_alsultan_isi_a1993me10000007.pdf A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM. PATTERN RECOGNITION, 26. pp. 1357-1361. enhttps://eprints.kfupm.edu.sa/id/eprint/2543/2020info:eu-repo/semantics/openAccessoai::25432019-11-01T13:44:44Z |
| spellingShingle | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM Selim, S.Z. Math Computer |
| status_str | publishedVersion |
| title | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM |
| title_full | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM |
| title_fullStr | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM |
| title_full_unstemmed | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM |
| title_short | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM |
| title_sort | A GLOBAL ALGORITHM FOR THE FUZZY CLUSTERING PROBLEM |
| topic | Math Computer |
| url | https://eprints.kfupm.edu.sa/id/eprint/2543/1/a_global_algorithm_for_the_fuzzy_cluster_alsultan_isi_a1993me10000007.pdf |