UNIVERSAL IMPLICATION OPERATORS: PROPERTIES AND APPLICATIONS
The aim of this paper is exploring the properties and applications of universal implication operators which were proposed by Prof. H.C. He in 2001. Firstly, fourteen properties which are very important to the studies of implication operators are listed. Three mutually independent properties which can infer the fourteen properties are obtained. Secondly,the properties of universal implication operators are given.Thirdly, the applications of universal implication operators in fuzzy reasoning and fuzzy control are discussed. The universal implication inference engine is proposed, and the errors of three fuzzy systems in drawing two-dimensional and three-dimensional surfaces are compared. We obtain that the fuzzy system include universal implication inference engine has the smallest errors under the same fuzzy rules.
Universal implication operators Universal implication inference engine Universal logic
YING-CANG MA JIANG-BO WANG
School of Science, Xian Polytechnic University, Xian, 710048, China College of Information Engineering, Changan University, Xian, 710064, China
国际会议
2006 International Conference on Machine Learning and Cybernetics(IEEE第五届机器学习与控制论坛)
大连
英文
1918-1923
2006-08-13（万方平台首次上网日期，不代表论文的发表时间）