Formalization of implication based fuzzy reasoning method

Formalization of implication based fuzzy reasoning method
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DOI:
10.1016/j.ijar.2012.01.007
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发表时间:
2012-07
期刊:
Int. J. Approx. Reason.
影响因子:
--
通讯作者:
D. Pei
D. Pei
中科院分区:
其他
文献类型:
--
作者:
D. Pei

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Fuzzy reasoning includes a number of important inference methods for addressing uncertainty. This line of fuzzy reasoning forms a common logical foundation in various fields, such as fuzzy logic control and artificial intelligence. The full implication triple I method (a method only based on implication, TI method for short) for fuzzy reasoning is proposed in 1999 to improve the popular CRI method (a hybrid method based on implication and composition). The current paper delves further into the TI method, and a sound logical foundation is set for the TI method based on the monoidal t-norm based logical system MTL.