DocumentCode
352737
Title
A knowledge discovery algorithm based on genetic algorithm
Author
Mingji, Liu ; Xiufeng, Wang ; Zhibao, Wang ; Yalou, Huang
Author_Institution
Nankai Univ., Tianjin, China
Volume
1
fYear
2000
fDate
2000
Firstpage
549
Abstract
Data mining is a new hot research subject in the database field. However, in general, data mining acquires knowledge from large quantities of data. In this paper, we discuss a new knowledge discovery from database algorithm based on genetic algorithm, called GAKDK (genetic algorithm based knowledge discovery from knowledge). This algorithm is based on the crossover and mutation between knowledge trees. It can retrieve undiscovered knowledge from raw rules
Keywords
data mining; database management systems; genetic algorithms; trees (mathematics); crossover; data mining; database; genetic algorithm; knowledge discovery; knowledge trees; mutation; Biological cells; Data mining; Databases; Genetic algorithms; Genetic mutations;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location
Hefei
Print_ISBN
0-7803-5995-X
Type
conf
DOI
10.1109/WCICA.2000.860029
Filename
860029
Link To Document