Transactions of Nonferrous Metals Society of China The Chinese Journal of Nonferrous Metals

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中国有色金属学报

ZHONGGUO YOUSEJINSHU XUEBAO

第8卷    第4期    总第29期    1998年12月

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文章编号:(1998)04-678-3
Me-Me'-X系三元化合物形成规律的人工神经网络
李重河    荔建锋    王世华*    陈念贻

(中国科学院上海冶金研究所, 上海 200050;
*北京师范大学, 北京 100081
)

摘 要:    用rMe, rMe', rX, xMe和xMe'等原子参数作为人工神经网络的输入, 203个可信的Me-Me'-X体系的三元化合物的形成情况作为输出,研究了Me-Me'-X系三元化合物的形成规律,这里r是离子半径,x是电负性, Me代表一价金属, Me'代表二价金属,X代表卤族元素。利用所得规律预报了M-Eu-I(M=Li,Na, K, Rb和Cs)系三元碘化物的形成情况, 应用差热分析和粉末X射线法测定了它们的相图,预报结果和实验测定结果的对比是令人满意的。

 

关键字:     三元化合物    相图     计算机预报    人工神经网络

ARTIFICIAL NEURAL NETWORK APPLIED TO REGULARITY OF FORMATION OF TERNARY COMPOUNDS IN Me-Me'-X SYSTEMS
Li Chonghe, Li Jianfeng, Wang Shihua* and Chen Nianyi

Shanghai Institute of Metallurgy,   Chinese Academy of Sciences, Shanghai 200050, P. R. China;
* Beijing Normal University, Beijing 100081, P. R. China

Abstract:Using the atomic parameters of  rMe, rMe', rX, xMe and xMe as the inputs, the regularity of formation of ternary complex halides of MeMe'-X halides systems has been investigated by artificial neural networks(ANNs). Where, r is the radius of the ion, x is the electronegativity of element, Me is the mono-valent metal, Me' is di-valent metal, X represents the F, Cl, Br or I. The regularity was found by training the ANNs with 203 known samples (such as Ag-Ca-Cl system and K-Mg-Cl system etc.). The formation of ternary complex iodides in M-Eu-I systems (where M represents Li, Na, K, Rb or Cs) was predicted by this trained ANNs. The predicted results are completely in agreement with the experimental facts.

 

Key words:     ternary compound    phase diagram     computer prediction    artificial neural network

ISSN 1004-0609
CN 43-1238/TG
CODEN: ZYJXFK

ISSN 1003-6326
CN 43-1239/TG
CODEN: TNMCEW

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