Title :
Optimization for Impact Factors of Dam Deformation Based on BP Neural Network Model
Author :
Tieding, Lu ; Xijiang, Chen ; Shijian, Zhou
Author_Institution :
Sch. of Geosci. & Geomatics, East China Inst. of Technol., Fu-zhou, China
Abstract :
The traditional Dam deformation predicting focused on the optimization of the model itself, while ignoring the optimization for impact factors. This paper introduced correlation coefficient into the judgment of the optimization for impact factors. According to the comparative analysis on the discrimination for different relativity judging, Finally, The Pearson correlation coefficient method is determined about the optimization of the dam deformation impact factors.
Keywords :
backpropagation; correlation methods; dams; deformation; neural nets; optimisation; structural engineering computing; BP neural network; Pearson correlation coefficient; dam deformation; optimization; Automation; Deformable models; Neural networks; BP neural network; Dam deformation impact factor; correlation coefficient;
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-7279-6
Electronic_ISBN :
978-1-4244-7280-2
DOI :
10.1109/ICICTA.2010.853
