Building decision trees based on production knowledge as support in decision-making process

被引：13
|
作者：
Matuszny, Marcin [1 ]
机构：
[1] Univ Bielsko Biala, Ul Willowa 2, PL-43309 Bielsko Biala, Poland
来源：
PRODUCTION ENGINEERING ARCHIVES | 2020年 / 26卷 / 02期
关键词：
decision trees; knowledge identification; production engineering; production knowledge; production processes;
D O I：
10.30657/pea.2020.26.08
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The article presents sources of production knowledge and thoroughly describes its identification which on the construction of decision trees, and on the construction of knowledge bases for production processes. The problems that arise during the technical preparation of production are briefly characterized and the advanced algorithm with which decision trees can be built is described in detail. A decision tree was built based on real data from the manufacturing company. Decision trees are presented as a method of knowledge representation.
引用
收藏
页码：36 / 40
页数：5
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