面向对象的神经网络建模工具及其在滑坡稳定性分析中的应用

Object-oriented Neural-network Design Tool and Its Application in Stability Analysis of Landsilde

采用面向对象方法对神经网络中应用最为广泛的BP网络进行了分析,在此基础上,定义了BP网络的面向对象类,开发了一个面向对象的神经网络建模工具ONDT(Object-oriented Neural-network Develop Tool),并利用此工具建立了一个滑坡稳定性分析神经网络模型,取得了较好的效果。

The BP network is analyzed with the object-oriented method in this paper.On this basis,the object-oriented class of the BP network is defined,and the ONDT（Object-oriented Neural-network Develop Tool） is developed.At the end,a neural network used for the stability analysis of landslide is designed with ONDT,and the network works well.