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Method and apparatus for computerized design of fuzzy logic rules from training data vectors of a training dataset

机译:根据训练数据集的训练数据向量进行模糊逻辑规则的计算机化设计的方法和装置

摘要

In an apparatus and method for computerized design of fuzzy rules from training data vectors, a membership function type is selected from a set of predetermined membership function types, and membership values for the training data vectors and center of gravity values for the membership functions are determined in alternation in an iterative method for all training data vectors and for each membership function. When an abort criterion is met, then the most recently determined membership functions, described by the center of gravity values, are employed as rules.
机译:在用于根据训练数据向量进行模糊规则的计算机化设计的设备和方法中,从一组预定的隶属函数类型中选择隶属函数类型,并确定训练数据向量的隶属度值和隶属函数的重心值针对所有训练数据向量和每个隶属函数的迭代方法。当满足中止标准时,将以重心值描述的最新确定的隶属函数用作规则。

著录项

  • 公开/公告号US6094646A

    专利类型

  • 公开/公告日2000-07-25

    原文格式PDF

  • 申请/专利权人 SIEMENS AKTIENGESELLSCHAFT;

    申请/专利号US19970912333

  • 发明设计人 THOMAS A. RUNKLER;JAMES C. BEZDEK;

    申请日1997-08-18

  • 分类号G06N7/02;

  • 国家 US

  • 入库时间 2022-08-22 01:36:35

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