Interpreting membership functions:: A constructive approach

被引：5
|
作者：
Reventós, VTI
机构：
[1] CSIC, Inst Invest Intelligencia Artificial, Bellaterra 08193, Catalunya, Spain
[2] Univ Rovira & Virgili, Dept Informat Engn, Tarragona, Spain
来源：
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING | 1999年 / 20卷 / 03期
关键词：
semantics of fuzzy sets; membership function; aggregation operators; OWA operators; WOWA operators;
D O I：
10.1016/S0888-613X(98)10025-7
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we study the semantics of fuzzy sets. We show that fuzzy sets can be interpreted as the aggregation of a set of observations. We formalize this interpretation by means of the OWA and the WOWA operators. The introduction of the WOWA operator allows the user to weigh each observation. (C) 1999 Elsevier Science Inc. All rights reserved.
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页码：191 / 207
页数：17
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