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Apparatus and method for automatically creating membership functions and application of the apparatus and method for fuzzy reasoning

机译:自动创建隶属函数的设备和方法以及模糊推理的设备和方法的应用

摘要

PURPOSE: To enable even a person other than the experts to easily produce a membership function. ;CONSTITUTION: The data Ai-Bi which are detected by a sweetness sensor 11, a water sensor 12, and a color sensor 13 and the synthetic data Mi are stored in a storage 31 in response to the identification code Di of a subject. The result of comparison of 'sweetness' obtained between the subjects Di and Dj is inputted by an input device 15 and stored in the storage 31. An evaluating part 32 arranges the results of comparison in accordance with the signs of inequality and gives the evaluation values these results in the order of arrangement. A histogram production part 33 produces a histogram with the input data Ai-Mi set on a horizontal axis and the corresponding evaluation values set on a vertical axis respectively. A deciding part 34 decides whether the function obtained by connecting the apexes of the histogram is suitable or not as a basic function for production of a membership function based on such viewpoints that decide whether the function has only one peak or not and whether the degree of dispersion is small or not around the peak. If it is decided that the function is suitable as the basic function, the function is normalized by a membership function generating part 35. Thus a membership function is obtained.;COPYRIGHT: (C)1994,JPO&Japio
机译:目的:使专家以外的其他人也可以轻松地产生成员资格功能。 ;组成:响应于对象的识别码Di,由甜味传感器11,水传感器12和颜色传感器13检测到的数据Ai-Bi和合成数据Mi被存储在存储器31中。被摄体Di和Dj之间获得的“甜味”的比较结果由输入装置15输入并存储在存储器31中。评估部32根据不等式的符号排列比较结果并给出评估值。这些结果按排列顺序排列。直方图生成部33生成分别在水平轴上设置了输入数据Ai-Mi,在垂直轴上设置了相应的评估值的直方图。判定部34基于这样的观点,判定通过将直方图的顶点连接而得到的函数是否适合于作为隶属函数的生成的基本函数,从而决定该函数是否仅具有一个峰,以及该函数的程度。离散很小或不在峰值附近。如果确定该函数适合作为基本函数,则由隶属函数生成部分35对该函数进行归一化。从而获得隶属函数。; COPYRIGHT:(C)1994,JPO&Japio

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