Construction and application of a classifier system based on Genetic Algorithms

被引：0

作者：

Li, JW ^{[1
]}

Li, MQ ^{[1
]}

Kou, JS ^{[1
]}

机构：

[1] Tianjin Univ, Inst Syst Engn, Tianjin 300072, Peoples R China

来源：

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

关键词：

classifiers; Genetic Algorithms; membership functions; weights;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper, a kind of classifier systems based on Genetic Algorithms(GA) is proposed. In the process of constructing the classifier system, the method uses GA to adjust weights of all object attributes in all categories and membership functions of all categories synthetically to make them become harmonious and consistent. At last, an experiment is conducted to demonstrate that this system is effective and practical.

引用

页码：1364 / 1368

页数：5

共 5 条

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[2] DAVIS L, 1989, HDB GENETIC ALGORITH
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TAKAGI, T
SUGENO, M
[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1985, 15 (01): : 116 - 132
[4] Extracting fuzzy rules for system modeling using a hybrid of genetic algorithms and Kalman filter
Wang, LA
Yen, J
[J]. FUZZY SETS AND SYSTEMS, 1999, 101 (03) : 353 - 362
[5] Wong CC, 1997, FUZZY SET SYST, V88, P23, DOI 10.1016/S0165-0114(96)00054-1

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