DocumentCode
514846
Title
A Method to Determine the Structure of Neural Networks Applied to Expert Systems
Author
Ma, Yunhong ; Xiang, Weidong ; Zhou, Deyun ; He, Jianhua
Author_Institution
Northwestern Polytechnica Univ., China
Volume
1
fYear
2010
fDate
13-14 March 2010
Firstpage
145
Lastpage
148
Abstract
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.
Keywords
expert systems; neural nets; NNs-based expert system; artificial neural network; hidden layer node; Artificial neural networks; Automation; Databases; Decision making; Expert systems; Mechatronics; Modular construction; Neural networks; Road transportation; Soil; Expert System; Hidden layer node number; Neural Networks (NNs);
fLanguage
English
Publisher
ieee
Conference_Titel
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location
Changsha City
Print_ISBN
978-1-4244-5001-5
Electronic_ISBN
978-1-4244-5739-7
Type
conf
DOI
10.1109/ICMTMA.2010.704
Filename
5459553
Link To Document