Double Fuzzy Implications-Based Restriction Inference Algorithm

سال انتشار: 1394
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 193

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شناسه ملی سند علمی:

JR_IJFS-12-6_003

تاریخ نمایه سازی: 28 خرداد 1401

چکیده مقاله:

The main condition of the differently implicational inferencealgorithm is reconsidered from a contrary direction, which motivatesa new fuzzy inference strategy, called the double fuzzyimplications-based restriction inference algorithm. New restrictioninference principle is proposed, which improves the principle of thefull implication restriction inference algorithm. Furthermore,focusing on the new algorithm, we analyze the basic property of itssolution, and then obtain its optimal solutions aiming at theproblems of fuzzy modus ponens (FMP) as well as fuzzy modus tollens(FMT). Lastly, comparing with the full implication restrictioninference algorithm, the new algorithm can make the inferencecloser, and generate more, better specific inference algorithms.

کلیدواژه ها:

uzzy inference ، Fuzzy System ، Compositional rule of inference (CRI) algorithm ، Full implication inference algorithm ، Fuzzy implication

نویسندگان

Yiming Tang

School of Computer and Information, Hefei University of Technol- ogy, Hefei ۲۳۰۰۰۹, China

Xuezhi Yang

School of Computer and Information, Hefei University of Technology, Hefei ۲۳۰۰۰۹, China

Xiaoping Liu

School of Computer and Information, Hefei University of Technology, Hefei ۲۳۰۰۰۹, China

Juan Yang

School of Computer and Information, Hefei University of Technology, Hefei ۲۳۰۰۰۹, China

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