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基于IVFS的专家模糊控制应用研究
Application of Interval Valued Fuzzy Reasoning Method in Control System
【摘要】 针对不确定性知识难以量化,模糊控制器的隶属函数不容易确定等问题,提出了一种区间值模糊产生式规则,建立模糊控制规则模型,给出了区间值模糊匹配函数定义,在此基础上给出了区间值模糊推理方法。该方法更有利于模糊规则的精确匹配,应用到实际工业控制对象,能更好的反映领域专家的决策思维和推理过程。
【Abstract】 It is difficult to estimate Uncertainty knowledge,and is hard to established the membership functions of fuzzy controller,based on the Interval Valued fuzzy set theory,a Interval Valued fuzzy production rules is proposed,and a fuzzy rules model was set up,a interval valued fuzzy matching function and interval valued fuzzy reasoning method are given.its be propitious to exact matching fuzzy rules,and rather embodiment reasoning and decision-making process of domain expert in actual industrial control object.
【关键词】 区间值模糊集;
模糊匹配函数;
模糊推理;
复杂对象;
【Key words】 interval valued fuzzy set; fuzzy matching function; fuzzy reasoning; Complex object;
【Key words】 interval valued fuzzy set; fuzzy matching function; fuzzy reasoning; Complex object;
【基金】 河南省自然科学基金(0411015000)
- 【文献出处】 河南机电高等专科学校学报 ,Journal of Henan Mechanical and Electrical Engineering College , 编辑部邮箱 ,2006年05期
- 【分类号】TP182
- 【下载频次】34