A Multi-level fuzzy logic scheme for modeling complex problems
In this paper, we propose to exte nd traditional Fuzzy Logic(FL) techniques by creating a second set of inference rules (and the corresponding inference mechanism) in order to effectively produce results exploitable by decision makers. We present a formal definition of a multi-level FL scheme and it...
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| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , |
| التنسيق: | bookPart |
| منشور في: |
2012
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| الموضوعات: | |
| الوصول للمادة أونلاين: | http://hdl.handle.net/10725/16800 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://www.researchgate.net/publication/269573129_A_MULTI-LEVEL_FUZZY_LOGIC_SCHEME_FOR_MODELING_COMPLEX_PROBLEMS |
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| _version_ | 1864513473340243968 |
|---|---|
| author | Banda-Tapia, July Diana |
| author2 | Herrera, Regina Ticona Barrios-Aranibar, Dennis Tekli, Joe Chbeir, Richard |
| author2_role | author author author author |
| author_facet | Banda-Tapia, July Diana Herrera, Regina Ticona Barrios-Aranibar, Dennis Tekli, Joe Chbeir, Richard |
| author_role | author |
| dc.contributor.none.fl_str_mv | Setlak, Galina Alexandrov, Mikhail Markov, Krassimir |
| dc.creator.none.fl_str_mv | Banda-Tapia, July Diana Herrera, Regina Ticona Barrios-Aranibar, Dennis Tekli, Joe Chbeir, Richard |
| dc.date.none.fl_str_mv | 2012 2012 2025-04-03T06:40:25Z 2025-04-03T06:40:25Z |
| dc.identifier.none.fl_str_mv | 9789541600603 http://hdl.handle.net/10725/16800 Banda-Tapia, J. D., Herrera, R. T., Barrios-Aranibar, D., Tekli, J., & Chbeir, R. (2012). A Multi-level fuzzy logic scheme for modeling complex problems. In Artificial Intelligence Driven Solutions to Business and Engineering Problems, 54-60. ITHEA http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://www.researchgate.net/publication/269573129_A_MULTI-LEVEL_FUZZY_LOGIC_SCHEME_FOR_MODELING_COMPLEX_PROBLEMS |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | ITHEA |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Artificial intelligence Fuzzy logic |
| dc.title.none.fl_str_mv | A Multi-level fuzzy logic scheme for modeling complex problems |
| dc.type.none.fl_str_mv | Book / Chapter of a Book info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/bookPart |
| description | In this paper, we propose to exte nd traditional Fuzzy Logic(FL) techniques by creating a second set of inference rules (and the corresponding inference mechanism) in order to effectively produce results exploitable by decision makers. We present a formal definition of a multi-level FL scheme and its application in the development of: i) a break-even inference machine and ii) a legal argumentation system. The proposed scheme is shown to be useful in modeling systems where intermediary fuzzy concepts come to play, and it could be applied in several problems analog to the ones presented in this study. |
| eu_rights_str_mv | openAccess |
| format | bookPart |
| id | LAURepo_f96a5a3ca5206360982d5d99a106c12f |
| identifier_str_mv | 9789541600603 Banda-Tapia, J. D., Herrera, R. T., Barrios-Aranibar, D., Tekli, J., & Chbeir, R. (2012). A Multi-level fuzzy logic scheme for modeling complex problems. In Artificial Intelligence Driven Solutions to Business and Engineering Problems, 54-60. ITHEA |
| language_invalid_str_mv | en |
| network_acronym_str | LAURepo |
| network_name_str | Lebanese American University repository |
| oai_identifier_str | oai:laur.lau.edu.lb:10725/16800 |
| publishDate | 2012 |
| publisher.none.fl_str_mv | ITHEA |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | A Multi-level fuzzy logic scheme for modeling complex problemsBanda-Tapia, July DianaHerrera, Regina TiconaBarrios-Aranibar, DennisTekli, JoeChbeir, RichardArtificial intelligenceFuzzy logicIn this paper, we propose to exte nd traditional Fuzzy Logic(FL) techniques by creating a second set of inference rules (and the corresponding inference mechanism) in order to effectively produce results exploitable by decision makers. We present a formal definition of a multi-level FL scheme and its application in the development of: i) a break-even inference machine and ii) a legal argumentation system. The proposed scheme is shown to be useful in modeling systems where intermediary fuzzy concepts come to play, and it could be applied in several problems analog to the ones presented in this study.ITHEASetlak, GalinaAlexandrov, MikhailMarkov, Krassimir2025-04-03T06:40:25Z2025-04-03T06:40:25Z20122012Book / Chapter of a Bookinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/bookPart9789541600603http://hdl.handle.net/10725/16800Banda-Tapia, J. D., Herrera, R. T., Barrios-Aranibar, D., Tekli, J., & Chbeir, R. (2012). A Multi-level fuzzy logic scheme for modeling complex problems. In Artificial Intelligence Driven Solutions to Business and Engineering Problems, 54-60. ITHEAhttp://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttps://www.researchgate.net/publication/269573129_A_MULTI-LEVEL_FUZZY_LOGIC_SCHEME_FOR_MODELING_COMPLEX_PROBLEMSeninfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/168002025-04-03T06:45:09Z |
| spellingShingle | A Multi-level fuzzy logic scheme for modeling complex problems Banda-Tapia, July Diana Artificial intelligence Fuzzy logic |
| status_str | publishedVersion |
| title | A Multi-level fuzzy logic scheme for modeling complex problems |
| title_full | A Multi-level fuzzy logic scheme for modeling complex problems |
| title_fullStr | A Multi-level fuzzy logic scheme for modeling complex problems |
| title_full_unstemmed | A Multi-level fuzzy logic scheme for modeling complex problems |
| title_short | A Multi-level fuzzy logic scheme for modeling complex problems |
| title_sort | A Multi-level fuzzy logic scheme for modeling complex problems |
| topic | Artificial intelligence Fuzzy logic |
| url | http://hdl.handle.net/10725/16800 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://www.researchgate.net/publication/269573129_A_MULTI-LEVEL_FUZZY_LOGIC_SCHEME_FOR_MODELING_COMPLEX_PROBLEMS |