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Method of generating fuzzy knowledge base for a programmable fuzzy controller
Method of generating fuzzy knowledge base for a programmable fuzzy controller
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机译:可编程模糊控制器的模糊知识库生成方法
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摘要
A method of generating the knowledge base used for a programmable fuzzy controller comprising the steps of determining the relevant input and output 5 variables to be controlled; creating artificial potential fields for each of said variables; sampling each of said potential fields in order to generate fuzzy membership functions; compiling said fuzzy membership functions into fuzzy sets; and mapping inputs fuzzy set to output fuzzy sets through a rule base. The relevant input and output variables are including: minimum, maximum, 0 and equilibrium values; an importance weight; a non-linearity value; a control direction; and information as to whether said variable is an input or output variable. Further provided is a programmable fuzzy controller whose fuzzy knowledge base is obtained by the method described.
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