TY - GEN
T1 - A heuristic calculation method for concrete building construction cost base on structural and material characteristics
AU - Dong, Jin
AU - Wei, Fa Jie
PY - 2012
Y1 - 2012
N2 - At present, China's construction cost management lags far behind foreign countries, especially in the study on structural and material characteristics of construction. Based on Radial basis function neural network nonlinear model, the paper selected ordinary commercial civil engineering data of concrete building construction in the 2003-2007 years as samples, chose structural and material characteristics as cost indicators and estimated the cost prices. The results show that the method meets the requirements in the precision. Compared with other methods, it has the advantage of speed and generalization ability. The method provides project managers a better basis for decision making.
AB - At present, China's construction cost management lags far behind foreign countries, especially in the study on structural and material characteristics of construction. Based on Radial basis function neural network nonlinear model, the paper selected ordinary commercial civil engineering data of concrete building construction in the 2003-2007 years as samples, chose structural and material characteristics as cost indicators and estimated the cost prices. The results show that the method meets the requirements in the precision. Compared with other methods, it has the advantage of speed and generalization ability. The method provides project managers a better basis for decision making.
KW - Concrete building construction
KW - Cost estimation
KW - Radial basis function neural network
KW - Structural and material characteristics
UR - https://www.scopus.com/pages/publications/83655190364
U2 - 10.4028/www.scientific.net/AMR.382.70
DO - 10.4028/www.scientific.net/AMR.382.70
M3 - 会议稿件
AN - SCOPUS:83655190364
SN - 9783037852996
T3 - Advanced Materials Research
SP - 70
EP - 74
BT - Advanced Research on Advanced Structure, Materials and Engineering, ASME 2011
PB - Trans Tech Publications Ltd
T2 - 2011 International Conference on Advanced Research on Advanced Structure, Materials and Engineering, ASME 2011
Y2 - 24 December 2011 through 25 December 2011
ER -