摘要
介绍了模糊逻辑与模糊神经网络的基本原理,推导了一种基于矩阵运算的模糊神经网络编程方法;根据该方法编写了预测地基沉降量的MATLAB程序。结果表明,模糊神经网络与BP神经网络、灰色方法相比,具有很强的预测能力,而且具有很快的收敛速度。
In this paper,we first introduce the fuzzy logic and fuzzy neural network basic principle and deduce a matrix based transport operations of the fuzzy neural network programming method. Based on the method, a MATLAB program is compiled to predict the amount of foundation settlement. The results show that,compared to BP neural network and grey method,the fuzzy neural network has a strong predictive power and a fast convergence rate.
作者
黄劲潮
黄志强
HUANG Jinchao HUANG Zhiqiang(Longyan University,Longyan,Fujian 364000,Chin)
出处
《龙岩学院学报》
2016年第5期44-47,56,共5页
Journal of Longyan University
关键词
模糊神经网络
高层建筑
地基沉降
fuzzy neural network
high buildings
foundation settlement
