A method to determine the structure of neural networks applied to expert systems

Yunhong Ma, Weidong Xiang, Deyun Zhou, Jianhua He

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Over the last few decades, artificial Neural Networks (NNs) has been studied well. NNs usually was used in prediction and decision making model. The key problem to design the NNs is to determine its structure. In this paper, we present an expert system based on NNs, and an efficient method is provided to determine the number of the hidden layer nodes. We take the NNs-based expert system for highway construction scheme as an example to demonstrate the feasibility of this method.

源语言英语
主期刊名2010 International Conference on Measuring Technology and Mechatronics Automation, ICMTMA 2010
145-148
页数4
DOI
出版状态已出版 - 2010
活动International Conference on Measuring Technology and Mechatronics Automation, ICMTMA 2010 - Changsha, 中国
期限: 13 3月 201014 3月 2010

出版系列

姓名2010 International Conference on Measuring Technology and Mechatronics Automation, ICMTMA 2010
1

会议

会议International Conference on Measuring Technology and Mechatronics Automation, ICMTMA 2010
国家/地区中国
Changsha
时期13/03/1014/03/10

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