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Method for arranging a fuzzy controller or a system of interlinked fuzzy controllers

机译:布置模糊控制器的方法或互连模糊控制器的系统

摘要

A method is disclosed for arranging or adapting a fuzzy controller or of a system of interlinked fuzzy controllers having at least two input variables and an output variable which controller or system has input membership functions with which truth values of linguistic values for the input variables are determined, and has a control mechanism in which truth values for the output variable are determined from the truth values for the input variable and has output membership functions with which the values of the output variable are determined from the truth values for the output variable. Pursuant to the method, value ranges are defined for the input variables and a number of classes are determined over the value ranges. Subsequently, in a learning phase, value combinations of the input variables and of the output variable are recorded data set by data set. The defined classes are altered, removed and/or new classes are generated as a function of the registered value combinations. Following the completion of the class adaptation, adapted membership functions and the rules of the fuzzy controller are set up on the basis of the newly formed classes.
机译:公开了一种用于布置或适配具有至少两个输入变量和输出变量的模糊控制器或互连模糊控制器的系统的方法,该控制器或系统具有输入隶属函数,利用该隶属函数确定输入变量的语言值的真值。 ,并且具有一种控制机制,其中从输入变量的真值确定输出变量的真值,并具有输出隶属函数,通过该函数从输出变量的真值确定输出变量的值。根据该方法,为输入变量定义值范围,并在值范围内确定许多类。随后,在学习阶段,将输入变量和输出变量的值组合逐个数据集记录。所定义的类别会根据注册值组合进行更改,删除和/或生成新类别。在类别适应完成之后,基于新形成的类别建立适应的隶属函数和模糊控制器的规则。

著录项

  • 公开/公告号US5988844A

    专利类型

  • 公开/公告日1999-11-23

    原文格式PDF

  • 申请/专利权人 VOLKSWAGEN AG;

    申请/专利号US19970859636

  • 发明设计人 HUBERT WEISSER;KLAUS TIMM;RALF BERGHOLZ;

    申请日1997-05-20

  • 分类号G05B15/00;

  • 国家 US

  • 入库时间 2022-08-22 01:39:09

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