DocumentCode
3355271
Title
The evaluation of construction quality based on BP neural network
Author
Yang, Renshu ; Wang, Xuegui
Author_Institution
Sch. of Mech. &civil Eng., China Univ. of Min. & Technol. (Beijing), Beijing, China
fYear
2010
fDate
26-28 June 2010
Firstpage
1582
Lastpage
1585
Abstract
In order to reflect the quality of construction projects, this paper constructed the evaluation index system of construction quality and designed BP network model based on neural network theory. Then in the MATLAB environment, an instance of the model was simulated, the results are consistent with the results of expert evaluation, and show that the method can make the quality evaluation of construction project more accurately, and provide support for project quality management.
Keywords
backpropagation; construction industry; mathematics computing; neural nets; quality management; BP neural network; MATLAB environment; construction quality evaluation; evaluation index system; project quality management; Artificial neural networks; Biological neural networks; Biological system modeling; Brain modeling; Civil engineering; Computational modeling; MATLAB; Mathematical model; Neural networks; Quality management; BP artificial neural network; MATLAB; construction quality; evaluation index;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-7737-1
Type
conf
DOI
10.1109/MACE.2010.5536000
Filename
5536000
Link To Document