Fuzzy modeling based on rough sets and fuzzy sets

被引：2

作者：

Xie, KM ^{[1
]}

Chen, ZH ^{[1
]}

机构：

[1] Taiyuan Univ Technol, Coll Informat Engn, Taiyuan 030024, Shanxi, Peoples R China

来源：

PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4 | 2002年

关键词：

rough sets; fuzzy modeling; fuzzy decision table; fuzzy discrete and union; rough-ftizzy threshold;

D O I：

10.1109/WCICA.2002.1021491

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Combined Rough sets and fuzzy sets together, some new conceptions such as fuzzy decision table, fuzzy discrete and union, rough-fuzzy threshold are put forward. Based on the combination of fuzzyfication of the data and knowledge reduction of RS theory, a simple rough-fuzzy modeling method was proposed. The suggested method can obtain fuzzy model directly from observed data by omitting the processes of fuzzy clustering, noise filter, and fuzzy inference composition. The successfully fuzzy modeling for typical cement gyro kiln problem has shown its simplicity and efficiency.

引用

页码：2262 / 2265

页数：4