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Quintuple intuitionistic fuzzy implications reasoning algorithms and application | ||
| Iranian Journal of Fuzzy Systems | ||
| مقاله 12، دوره 20، شماره 1، فروردین و اردیبهشت 2023، صفحه 153-170 اصل مقاله (1.02 M) | ||
| نوع مقاله: Research Paper | ||
| شناسه دیجیتال (DOI): 10.22111/ijfs.2023.7352 | ||
| نویسندگان | ||
| Z. S. Liu* 1؛ X. Li2 | ||
| 1Key Laboratory of Oceanographic Big Data Mining and Application of Zhejiang Province, Zhoushan, 316022, China | ||
| 2School of Information and Engineering, Zhejiang Ocean University, Zhoushan, 316000, China | ||
| چکیده | ||
| Atanassov's intuitionistic fuzzy sets have succussed in the application of decision making, data mining, artificial intelligence, image processing, and so on. In these applications, intuitionistic fuzzy reasoning plays a crucial role. To improve the quality of intuitionistic fuzzy reasoning, this paper presents a quintuple intuitionistic fuzzy implication principle (QIIP) to resolve intuitionistic fuzzy modus ponens (IFMP) and intuitionistic fuzzy modus tollens (IFMT) problems. The QIIP algorithms of IFMP and IFMT problems for intuitionistic R-implication, S-implication, and several fuzzy implications are represented. Moreover, we investigate the recovery property and continuity of QIIP algorithms for IFMP and IFMT. Finally, an application example for medical diagnosis is implemented to illustrate our proposed approaches. | ||
| کلیدواژه‌ها | ||
| Intuitionistic fuzzy set؛ intuitionistic fuzzy implications؛ fuzzy reasoning؛ recovery property؛ continuity | ||
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آمار تعداد مشاهده مقاله: 118 تعداد دریافت فایل اصل مقاله: 197 |
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