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论文类型：会议论文

发表时间：2009-08-17

收录刊物：EI、CPCI-S、Scopus

页面范围：350-+

关键字：Intuitionistic fuzzy sets; intuitionistic fuzzy associative memory; Godel fuzzy implication operator; Godel dual fuzzy co-implication operator; perfect association

摘要：Intuitionistic fuzzy set (IFS) is a generalization of fuzzy set by introducing an additional attribute parameter called non-membership degree. In this paper, an intuitionistic fuzzy associative memory (IFAM) network is proposed by combining IFS with associative memory network. Based on Godel fuzzy implication operator and its dual fuzzy complication operator, a learning rule for multiple intuitionistic fuzzy pattern pairs in IFAM is presented. The storage capacity of IFAM is also investigated. It is shown that under certain conditions, the proposed rule can efficiently encode multiple intuitionistic fuzzy pattern pairs into a single IFAM and achieve perfect association of these pairs.