袁学海

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:数学科学学院

电子邮箱:yuanxh@dlut.edu.cn

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Center of gravity fuzzy system based on regular fuzzy implication and it's probability representation

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论文类型:会议论文

发表时间:2010-01-01

收录刊物:EI、Scopus

卷号:1

页面范围:134-138

摘要:In this paper, we consider a fundamental theoretical question: why cannot regular fuzzy implication operator meeting logical properties construct fuzzy system? Through the appropriate choice of the aggregation operator, the center of gravity fuzzy system (COGFS) based on regular fuzzy implication is studied in detail in the paper. Numerical characteristics of the random vector corresponding to the above system have more normative format. Which is important to do the further research on unified theory of uncertain systems. Finally, we also discuss the universal approximation of the system. It proves that the system has higher approximation accuracy for nonlinear function, and the simulation result also illustrates the effective of conclusion. ?2010 IEEE.