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基于Mamdani方法下二型模糊集的模糊推理模型
Fuzzy Reasoning Mode Under Mamdani’s Method Via Type-2 Fuzzy Sets
【摘要】 模糊推理是蓬勃发展中的模糊控制技术的数学核心,二型模糊集的模糊推理是研究二型模糊逻辑系统的基础。研究并给出了基于Mamdani方法下二型模糊集的各种模糊推理模型,包括单输入单输出模糊推理模型,多输入单输出模糊推理模型,多规则、多输入单输出模糊推理模型等。
【Abstract】 Fuzzy reasoning is the mathematical kernel of the flourish development of fuzzy control technology,type-2 fuzzy sets are the research foundation of the type-2 fuzzy logic system.In this text,some modes of fuzzy reasoning under the Mamdani’s method via type-2 fuzzy sets were investigated,such as single-input and single-output fuzzy reasoning mode,multi-input and single-output fuzzy reasoning mode,multi-rules and multi-input and single-output fuzzy reasoning mode and so on.
【关键词】 Mamdani方法;
二型模糊集;
单输入单输出模糊推理模型;
多输入单输出模糊推理模型;
多规则、多输入单输出模糊推理模型;
【Key words】 Mamdani’s method; type-2 fuzzy sets; single-input and single-output fuzzy reasoning mode; multiple-input and single-output fuzzy reasoning mode; Multi-rules and multiple-input and single-output fuzzy reasoning mode;
【Key words】 Mamdani’s method; type-2 fuzzy sets; single-input and single-output fuzzy reasoning mode; multiple-input and single-output fuzzy reasoning mode; Multi-rules and multiple-input and single-output fuzzy reasoning mode;
【基金】 国家自然科学基金(60674056);辽宁省教育厅科研基金(20040180)
- 【文献出处】 辽宁工学院学报 ,Journal of Liaoning Institute of Technology , 编辑部邮箱 ,2006年06期
- 【分类号】O141
- 【被引频次】8
- 【下载频次】486