The interpretation of fuzzy integrals and their application to fuzzy systems

被引：53
作者：
Torra, V
Narukawa, Y
机构：
[1] Inst Ingn Intelligencia Artificial, E-08193 Barcelona, Spain
[2] Toho Gakuen, Tokyo 1860004, Japan
来源：
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING | 2006年 / 41卷 / 01期
关键词：
fuzzy integrals; Sugeno integral; Choquet integral; twofold integral; fuzzy inference system;
D O I：
10.1016/j.ijar.2005.08.001
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Fuzzy integrals, in general, and Sugeno integrals, in particular, are well known aggregation operators. They can be used in a great variety of decision making applications. Nevertheless, their use is not easy as their interpretation is not straightforward. In this paper we study the interpretation of fuzzy integrals, focusing on Sugeno ones, and we show their application to fuzzy inference systems when the rules are not independent. (c) 2005 Elsevier Inc. All rights reserved.
引用
收藏
页码：43 / 58
页数：16
相关论文
共 22 条
[1]  
[Anonymous], 2002, AGGREGATION OPERATOR, DOI DOI 10.1007/978-3-7908-1787-4
[2]  
BENVENUTI P, 2002, HDB MEASURE THEORY
[3]  
Calvo T, 2003, KYBERNETIKA, V39, P643
[4]  
Choquet G., 1954, ANN I FOURIER GRENOB, V5, P131, DOI [10.5802/aif.53, DOI 10.5802/AIF.53]
[5]  
Driankov D, 1996, INTRO FUZZY CONTROL
[6]   WEIGHTED MINIMUM AND MAXIMUM OPERATIONS IN FUZZY SET-THEORY [J].
DUBOIS, D ;
PRADE, H .
INFORMATION SCIENCES, 1986, 39 (02) :205-210
[7]  
Klir G, 1995, Fuzzy Sets and Fuzzy Logic: Theory and Applications, V4
[8]   On the role of context in hierarchical fuzzy controllers [J].
Magdalena, L .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2002, 17 (05) :471-493
[9]  
Mesiar R, 2004, LECT NOTES ARTIF INT, V3131, P7
[10]  
Murofushi T, 2000, STUD FUZZ SOFT COMP, V40, P3
123