Chrome Extension
WeChat Mini Program
Use on ChatGLM
VIPCreated with Sketch.

BP神经网络在碳钢和低合金钢大气腐蚀数据预测中的应用

萧彧星,吴光海,孙宁,王树宗,萧以德

Corrosion Science and Protection Technology（2011）

Cited 1|Views32
No score
Abstract
针对设施与装备选材时对金属材料大气腐蚀预测的需求,应用神经网络理论,在改进算法的基础上,建立了一种基于贝叶斯正则化算法的BP神经网络预测模型,探讨了小样本条件下的网络泛化问题,分析了算法对泛化精度的提高能力,并通过Matlab实现了仿真验证.通过对试验数据的测试,证实了改进算法和模型的有效性.
More
Translated text
Key words
Atmospheric corrosion,Bayesian-regularzation,BP neural network,Carbon steel and low alloy steel,Generalization ability
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined