DocumentCode
2655541
Title
A Study on the Performance Evaluation of Construction Project Integrated Management
Author
Wen-zhou, YAN ; Jia, NIU
Author_Institution
Xi´´an Univ. of Arch. & Tech., Xian
fYear
2007
fDate
20-22 Aug. 2007
Firstpage
2351
Lastpage
2356
Abstract
In the integrated management system of construction projects, quality, schedule and cost are an entia in which they influence and restrict each other, and the change of anyone of the three objectives can induce the changes of the other two. So, how to make the performance evaluation of construction project integrated management objective and equitable, and provide a feasible reference benchmarking for integrated dynamic control, is a problem that should be studied carefully. Most previous project management performance evaluation method mainly adopted the single item linear analysis method. This method is easy, but can not reflect the complicated non-linear interaction between the evaluation indexes. In the light of the merit of BP artificial neural network method, the authors established a construction project integrated management performance evaluation model, which is based on the BP (back-propagation network) neural network, considering project time limit, quality requirements, cost, three major factors on construction project integration management. The analysis of a practical example shows that the evaluation results are more overall, scientific and objective.
Keywords
backpropagation; neural nets; project management; artificial neural network method; back-propagation network; construction project integrated management; performance evaluation; single item linear analysis method; Artificial neural networks; Biological neural networks; Conference management; Costs; Engineering management; Job shop scheduling; Neural networks; Performance analysis; Project management; Quality management; integrated management; neural network; performance evaluation; project management;
fLanguage
English
Publisher
ieee
Conference_Titel
Management Science and Engineering, 2007. ICMSE 2007. International Conference on
Conference_Location
Harbin
Print_ISBN
978-7-88358-080-5
Electronic_ISBN
978-7-88358-080-5
Type
conf
DOI
10.1109/ICMSE.2007.4422189
Filename
4422189
Link To Document