5 papers
Hierarchical similarity-based approximate reasoning with restricted equivalence function
Dechao Li, Yuhui Zhu
Given that the restricted equivalence functions (REFs) can serve to measure the similarity of two fuzzy sets, this motivates the integration of REFs with similarity-based approxima…
Measuring and aggregating ε-T-transitive fuzzy relations
Dechao Li, Yutao Yao, Jingyao Duan
The transitivity of fuzzy relations plays an important role in fuzzy set theory, artificial intelligence, clustering and decision-making. However, it is often difficult for fuzzy r…
MP and MT properties of fuzzy inference with aggregation function
Dechao Li, Mengying He
As the two basic fuzzy inference models, fuzzy modus ponens (FMP) and fuzzy modus tollens (FMT) have the important application in artificial intelligence. In order to solve FMP and…
MISO hierarchical inference engine satisfying the law of importation with aggregation functions
Dechao Li, Qiannan Guo
Fuzzy inference engine, as one of the most important components of fuzzy systems, can obtain some meaningful outputs from fuzzy sets on input space and fuzzy rule base using fuzzy…
Approximate reasoning with aggregation functions satisfying GMP rules
Dechao Li, Qingxue Zeng
To strengthen the effectiveness of approximate reasoning in fuzzy modus ponens (FMP) and fuzzy modus tollens (FMT) problems, three approximate reasoning schemes with aggregation fu…