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Kohonen网络在油气横向预测中的应用

石油物探

1995年 34卷第No. 2期

阅读：71

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Title

Application of Kohonen network to the lateral prediction of oil and gas

单位

江汉石油学院, 荆州434102

Organization

Department of Geophysical Exploration, Jianghan Petrolcum Institute, Jianglin 434102

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。

Abstract

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.

关键词：

横向预测; 神经网络; 地震解释; 油气勘探;

Keywords:

Lateral Prediction; Neural Network; Seismic Interpretation; Hydrocarbon Exploration;

基金项目

DOI