ASSOCIATIONS OF FUZZY-SETS

被引：1
|
作者：
PEDRYCZ, W
机构：
[1] Department of Electrical and Computer Engineering, University of Manitoba, Winnipeg
来源：
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1992年 / 22卷 / 06期
基金：
加拿大自然科学与工程研究理事会;
关键词：
D O I：
10.1109/21.199472
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
The concept of hierarchical models of associations of fuzzy sets (linguistic labels) is introduced and studied. Three basic levels of hierarchy (relational, set-theoretic, and scalar) facilitate to handle a variety of relationships between fuzzy sets. Learning mechanisms capable of discovering parameters of the introduced models are also studied. The inverse problem in models of associations is formulated along with a construction of diverse forms of matching achieved there (such as complete, borderline and excluded matching). An illustrative numerical example in pattern classification is also provided.
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页码：1483 / 1488
页数：6
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