Apparatus and method for automatically creating membership funct

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395 3, 395 61, G06F 1500

Patent

active

054025257

ABSTRACT:
Membership functions are capable of being created with ease even by a person who is not an expert or skilled individual. Data Ai.about.Bi sensed by sensors 11.about.13 and synthesized data Mi are stored in a memory device 31 in correlation with identification codes Di of objects. The results of comparing the "tastiness" of an object Di with that of an object Dj are entered from an input unit 15 and stored in the memory device 31. An evaluating unit 32 arrays the results of comparison in accordance with inequality symbols and assigns evaluation values to these results in the order of the array. A histogram creating unit 33 generates a histogram by plotting each item of input data Ai.about.Mi along a horizontal axis and plotting the corresponding evaluation values along a vertical axis. Whether or not a function obtained by connecting the peaks of the histogram is appropriate as a basic function for creation of a membership function is judged by a judging unit 34 from the viewpoint of whether the function has a unique peak or a variance about the peak that is small. A function judged to be appropriate is normalized by a generating unit 35, thereby generating a membership function.

REFERENCES:
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patent: 5233682 (1993-08-01), Abe et al.
patent: 5239620 (1993-08-01), Yamakawa et al.
patent: 5245698 (1993-09-01), Matsunaga
patent: 5251288 (1993-10-01), Nomura et al.
patent: 5253332 (1993-10-01), Kumamoto
"Proceedings of VLSI and Computers," Proebster, et al., IFirst International Conference On Computer Technology, Systems and Applications, West Germany, 11-15 May 1987, pp. 847-850.

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