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论文类型：期刊论文

发表时间：2015-07-01

发表刊物：TheScientificWorldJournal

收录刊物：PubMed、Scopus

卷号：2015

页面范围：682989

ISSN号：1537-744X

摘要：A new fuzzy system is proposed in this paper. The novelty of the proposed system is mainly in the compound of the antecedents, which is based on the proposed rectangular pyramid membership function instead of t-norm. It is proved that the system is capable of approximating any continuous function of two variables to arbitrary degree on a compact domain. Moreover, this paper provides one sufficient condition of approximating function so that the new fuzzy system can approximate any continuous function of two variables with bounded partial derivatives. Finally, simulation examples are given to show how the proposed fuzzy system can be effectively used for function approximation.