Release Time:2019-03-11  Hits:

Indexed by: Conference Paper

Date of Publication: 2009-08-17

Included Journals: Scopus、CPCI-S、EI

Page Number: 350-+

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

Abstract: 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.