摘要
本文在指出多层感知器网络油气横向预测方法不足的前提下,简介了kohonen网络及其算法,阐述了Kohonen网络用于油气横向预测的原理和方法,并用实际地震资料进行了试算。试算结果表明:方法是有效的,预测准确率高。
After pointing out the drawbacks of lateral predictjon of oil and gas with multilayer perceptron, the paper introduces the Kohonen notwork and its algorithm. Its application to lateral predictfon for oil and gas is also expounded. A ttial computation for actual seismic data has been Performed. Expetiments on real seismic data shpw that the technlque is effective and has a high accuracy.
出处
《石油物探》
EI
CSCD
北大核心
1995年第2期53-56,共4页
Geophysical Prospecting For Petroleum
关键词
横向预测
神经网络
地震解释
油气勘探
Lateral Prediction
Neural Network
Seismic Interpretation
Hydrocarbon Exploration