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
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;
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7737-1
DOI :
10.1109/MACE.2010.5536000
