A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking
In this paper, a new Fuzzy Set (FS) ranking method (for type-1 and interval type-2 FSs), which is based on the Dempster-Shafer Theory (DST) of evidence with fuzzy targets, is investigated. Fuzzy targets are adopted to reflect human viewpoints on fuzzy ranking. Two important measures in DST, i.e., th...
| Main Authors: | , , |
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| Format: | Proceeding |
| Language: | English |
| Published: |
2013
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| Online Access: | http://ir.unimas.my/id/eprint/15836/ http://ir.unimas.my/id/eprint/15836/1/A%20new%20dempster-shafer%20theory-based%20method%20with%20fuzzy%20targets%20for%20fuzzy%20sets%20ranking%20%28abstrak%29.pdf |
| _version_ | 1848837936040116224 |
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| author | Kok, Chin Chai Tay, Kai Meng Chee, Peng Lim |
| author_facet | Kok, Chin Chai Tay, Kai Meng Chee, Peng Lim |
| author_sort | Kok, Chin Chai |
| building | UNIMAS Institutional Repository |
| collection | Online Access |
| description | In this paper, a new Fuzzy Set (FS) ranking method (for type-1 and interval type-2 FSs), which is based on the Dempster-Shafer Theory (DST) of evidence with fuzzy targets, is investigated. Fuzzy targets are adopted to reflect human viewpoints on fuzzy ranking. Two important measures in DST, i.e., the belief and plausibility measures, are used to rank FSs. The proposed approach is evaluated with several benchmark examples. The use of the belief and plausibility measures in fuzzy ranking are discussed and compared. We further analyze the capability of the proposed approach in fulfilling six reasonable fuzzy ordering properties as discussed in [9]-[11]. |
| first_indexed | 2025-11-15T06:47:34Z |
| format | Proceeding |
| id | unimas-15836 |
| institution | Universiti Malaysia Sarawak |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T06:47:34Z |
| publishDate | 2013 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | unimas-158362017-05-02T02:46:25Z http://ir.unimas.my/id/eprint/15836/ A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking Kok, Chin Chai Tay, Kai Meng Chee, Peng Lim T Technology (General) In this paper, a new Fuzzy Set (FS) ranking method (for type-1 and interval type-2 FSs), which is based on the Dempster-Shafer Theory (DST) of evidence with fuzzy targets, is investigated. Fuzzy targets are adopted to reflect human viewpoints on fuzzy ranking. Two important measures in DST, i.e., the belief and plausibility measures, are used to rank FSs. The proposed approach is evaluated with several benchmark examples. The use of the belief and plausibility measures in fuzzy ranking are discussed and compared. We further analyze the capability of the proposed approach in fulfilling six reasonable fuzzy ordering properties as discussed in [9]-[11]. 2013 Proceeding PeerReviewed text en http://ir.unimas.my/id/eprint/15836/1/A%20new%20dempster-shafer%20theory-based%20method%20with%20fuzzy%20targets%20for%20fuzzy%20sets%20ranking%20%28abstrak%29.pdf Kok, Chin Chai and Tay, Kai Meng and Chee, Peng Lim (2013) A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking. In: IEEE International Conference on Fuzzy Systems, 7 July 2013 through 10 July 2013, Hyderabad; India. http://ieeexplore.ieee.org/document/6622358/ |
| spellingShingle | T Technology (General) Kok, Chin Chai Tay, Kai Meng Chee, Peng Lim A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking |
| title | A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking |
| title_full | A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking |
| title_fullStr | A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking |
| title_full_unstemmed | A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking |
| title_short | A new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking |
| title_sort | new dempster-shafer theory-based method with fuzzy targets for fuzzy sets ranking |
| topic | T Technology (General) |
| url | http://ir.unimas.my/id/eprint/15836/ http://ir.unimas.my/id/eprint/15836/ http://ir.unimas.my/id/eprint/15836/1/A%20new%20dempster-shafer%20theory-based%20method%20with%20fuzzy%20targets%20for%20fuzzy%20sets%20ranking%20%28abstrak%29.pdf |