Research on rule extraction method based on concept lattice of intuitionistic fuzzy language
Studying the concept lattice of intuitionistic fuzzy language can not only enable an intuitive expression of the relationship between objects and attributes but also ensure the effectiveness of information, and it thus provides a new idea for the development of artificial intelligence. Therefore, in...
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| Format: | Article |
| Language: | English |
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Sciendo
2023-07-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
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| Online Access: | https://doi.org/10.2478/amns.2021.2.00187 |
| _version_ | 1797266181450629120 |
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| author | Yan Hongpeng |
| author_facet | Yan Hongpeng |
| author_sort | Yan Hongpeng |
| collection | DOAJ |
| description | Studying the concept lattice of intuitionistic fuzzy language can not only enable an intuitive expression of the relationship between objects and attributes but also ensure the effectiveness of information, and it thus provides a new idea for the development of artificial intelligence. Therefore, in this paper, the rule extraction method is studied based on the concept lattice of intuitionistic fuzzy language. By combining the formal context of intuitionistic fuzzy language with the context of decision formal, the formal context of intuitionistic fuzzy language decision is put forward and the rule extraction method under this context is constructed. The problem of decision making in real life can be solved through the weighted similarity in the formal context of intuitionistic fuzzy language. |
| first_indexed | 2024-03-07T16:20:12Z |
| format | Article |
| id | doaj.art-debf64e785a946888982146419a2cdcc |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-04-25T00:56:36Z |
| publishDate | 2023-07-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-debf64e785a946888982146419a2cdcc2024-03-11T10:05:44ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562023-07-018286788410.2478/amns.2021.2.00187Research on rule extraction method based on concept lattice of intuitionistic fuzzy languageYan Hongpeng01Jilin Animation Institute, Changchun, Jilin130012, ChinaStudying the concept lattice of intuitionistic fuzzy language can not only enable an intuitive expression of the relationship between objects and attributes but also ensure the effectiveness of information, and it thus provides a new idea for the development of artificial intelligence. Therefore, in this paper, the rule extraction method is studied based on the concept lattice of intuitionistic fuzzy language. By combining the formal context of intuitionistic fuzzy language with the context of decision formal, the formal context of intuitionistic fuzzy language decision is put forward and the rule extraction method under this context is constructed. The problem of decision making in real life can be solved through the weighted similarity in the formal context of intuitionistic fuzzy language.https://doi.org/10.2478/amns.2021.2.00187intuitionistic fuzzy languageconcept latticerule extraction |
| spellingShingle | Yan Hongpeng Research on rule extraction method based on concept lattice of intuitionistic fuzzy language Applied Mathematics and Nonlinear Sciences intuitionistic fuzzy language concept lattice rule extraction |
| title | Research on rule extraction method based on concept lattice of intuitionistic fuzzy language |
| title_full | Research on rule extraction method based on concept lattice of intuitionistic fuzzy language |
| title_fullStr | Research on rule extraction method based on concept lattice of intuitionistic fuzzy language |
| title_full_unstemmed | Research on rule extraction method based on concept lattice of intuitionistic fuzzy language |
| title_short | Research on rule extraction method based on concept lattice of intuitionistic fuzzy language |
| title_sort | research on rule extraction method based on concept lattice of intuitionistic fuzzy language |
| topic | intuitionistic fuzzy language concept lattice rule extraction |
| url | https://doi.org/10.2478/amns.2021.2.00187 |
| work_keys_str_mv | AT yanhongpeng researchonruleextractionmethodbasedonconceptlatticeofintuitionisticfuzzylanguage |