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铁道科学与工程学报

JOURNAL OF RAILWAY SCIENCE AND ENGINEERING

Vol. 11    No. 1    February 2001

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Decision tree method applied to
computerized prediction of ternary intermetallic compounds
HUANG Xin(黄  欣), YANG Jie(杨  杰), 
YE Chen-zhou(叶晨洲), CHEN Nian-yi(陈念贻)

Institute of Image Processing and Pattern Recognition,
 Shanghai Jiaotong University,Shanghai 200030, P.R.China

Abstract: Decision tree method and atomic parameters were used to find the regularities of the formation of ternary intermetallic compounds in alloy systems. The criteria of formation can be expressed by a group of inequalities with two kinds of atomic parameters Zl (number of valence electrons in the atom of constituent element) and Ri/Rj (ratio of the atomic radius of constituent element i and j ) as independent variables. The data of 2238 known ternary alloy systems were used to extract the empirical rules governing the formation of ternary intermetallic compounds, and the facts of ternary compound formation of other 1334 alloy systems were used as samples to test the reliability of the empirical criteria found. The rate of correctness of prediction was found to be nearly 95%. An expert system for ternary intermetallic compound formation was built and some prediction results of the expert system were confirmed.

 

Key words: ternary intermetallic compound; decision tree; computerized prediction

ISSN 1672-7029
CN 43-1423/U

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