地球物理资料非线性反演方法讲座(五) 人工神经网络反演法Lecture on Non-Linear Inverse Methods in Geophysical Data(5) The Artificial Neural Network Method
王家映;
摘要(Abstract):
木文概要地介绍了近年来发展起来的一种强有力的地球物理资料非线性反演的方法——人工神经元法(ANN)。比较系统地介绍了ANN的基本知识和两种基于不同原理的ANN反演方法。基于模式识别和基于最小方差的ANN反演方法。列举了这两种方法在地球物理资料反演中的一些应用实例、指出了该方法的存在问题和发展方向。
关键词(KeyWords): 非线性反演方法;人工神经元法;BP回传网络;Hopfield网络
基金项目(Foundation):
作者(Authors): 王家映;
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