Fuzzy equalization in the construction of fuzzy sets

被引:60
作者
Pedrycz, W [1 ]
机构
[1] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2G7, Canada
[2] Polish Acad Sci, Syst Res Inst, PL-01447 Warsaw, Poland
基金
加拿大自然科学与工程研究理事会;
关键词
information granulation; linguistic labels; probability; linguistic equalization; triangular membership functions; fuzzy contingency tables;
D O I
10.1016/S0165-0114(99)00135-9
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this note, we introduce and study a concept of fuzzy equalization. Fuzzy equalization concerns a process of building information granules that are semantically and experimentally meaningful. The experimental relevance of a given information granule (fuzzy set) is directly linked with an encapsulation of a certain experimental evidence conveyed by the respective probability density function of available data. We establish a detailed equalization algorithm developed for triangular fuzzy sets. The study elaborates on the role of the fuzzy equalization in system design. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:329 / 335
页数:7
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