Type-2 fuzzy sets: Geometric defuzzification and type-reduction

被引：39

作者：

Coupland, Simon ^{[1
]}

机构：

[1] De Montfort Univ, Ctr Computat Intelligence, Leicester LE1 9BH, Leics, England

来源：

2007 IEEE SYMPOSIUM ON FOUNDATIONS OF COMPUTATIONAL INTELLIGENCE, VOLS 1 AND 2 | 2007年

关键词：

D O I：

10.1109/FOCI.2007.371537

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents the geometric defuzzifier for generalised type-2 fuzzy sets. This defuzzifier can be executed in real-time and can therefore be applied to control and other real world problems. We believe this to be a significant step forward for generalised type-2 fuzzy logic systems.

引用

页码：622 / 629

页数：8

共 18 条

[1]

Bourke P., 1988, CALCULATING AREA CEN

[2]

Coupland S, 2005, IEEE INT CONF FUZZY, P236

[3]

Coupland S, 2004, IEEE INT CONF FUZZY, P959

[4]

Coupland S., 1955, P RASC 2004 NOTT ENG, P3

[5]

COUPLAND S, 2005, P EUSFLAT 2005 BARC

[6]

COUPLAND S, 2006, P IPMU PAR FRANC JUL, P1332

[7]

Garibaldi JM, 2004, IEEE INT CONF FUZZY, P1403

[8] A hierarchical type-2 fuzzy logic control architecture for autonomous mobile robots [J].

Hagras, HA .

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2004, 12 (04) :524-539

[9]

Heckbert, 1994, GRAPHICS GEMS, V4

[10]

Karnik N. N., 1998, INTRO TYPE 2 FUZZY L

← 1 2 →