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Fuzzy rule acquisition method and apparatus for fuzzy inference system and fuzzy inference system using the apparatus

机译:用于模糊推理系统的模糊规则获取方法和装置以及使用该装置的模糊推理系统

摘要

A fuzzy rule acquisition method for a fuzzy inference system in which a fuzzy inference is achieved based on fuzzy knowledge including fuzzy rules each described in a format having an IF part and a THEN part, and membership functions defining meanings of respective propositions described in the IF part and THEN part, and in which a fuzzy inference is performed for at least one input value by using the fuzzy rules of the fuzzy knowledge to obtain a result of the execution of the fuzzy inference, the result of the execution of the fuzzy inference is compared with a teaching value to obtain an inference error, the errors of the fuzzy rules are obtained by using the inference error, it is judged whether each of the fuzzy rules is contradictory, based on the errors of corresponding rules of the fuzzy rules, and a fuzzy rule judged as contradictory is modified to dissolve the contradiction.
机译:一种基于模糊知识实现模糊推理的模糊推理系统的模糊规则获取方法,该模糊知识包括各自以具有IF部分和THEN部分的格式描述的模糊规则以及定义IF中描述的各个命题的含义的隶属函数。部分和然后部分,其中通过使用模糊知识的模糊规则对至少一个输入值进行模糊推断,以获得执行模糊推断的结果,该模糊推断的执行结果为将其与教学值进行比较以得到推理误差,利用推理误差求出模糊规则的误差,并根据模糊规则对应规则的误差判断每个模糊规则是否矛盾,修改判断为矛盾的模糊规则以解决矛盾。

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