The Probability Neural Network for Lithologic Idenfication

被引：0

作者：

School of Computer Science Xi an Shiyou University Xi an Guojian Cheng Guanwu Zhou Xiaoxiao Wang ^{[710065
]}

机构：

来源：

微计算机信息 | 2007年 / 16期

关键词：

Probability Neural Network; lithologic identification; prediction and identification;

D O I：

暂无

中图分类号：

TP183 [人工神经网络与计算];

学科分类号：

摘要：

This paper studies lithologic identification from log information based on PNN(Probability Neural Network).The models lithologic identification of log interpretation has been built and is applied to predict the testing samples.The prediction result has higher consistency with the practical cases.The prediction and convergence rate have been greatly improved compared to the tradi-tional BP Neural Networks,and the computational complexity has also been greatly reduced.The results show that the PNN is very promising for the application of lithologic identification.

引用

页码：290 / 292

页数：3