Title :
Optimization Design and Application of Water Quality Evaluation Model based on BP Neural Network
Author :
Miao Qun ; Zhao Lin ; Gao Aili ; Liu Chao ; Miao Sheng
Author_Institution :
Sch. of Environ. & Municipal Eng., Qingdao Technol. Univ., Qingdao, China
Abstract :
On the basis of traditional BP neural network model, a series of optimization methods are used to improve application capability and range in the water quality assessment, which can help diagnosis of River Basin Water Environment. The improved models are applied to evaluate water quality of Moshui river china, from 2001 to 2007, and relative conclusions are obtained.
Keywords :
neural nets; optimisation; rivers; water quality; BP neural network; Moshui river; optimization design; river basin water environment; water quality assessment; water quality evaluation model; Artificial neural networks; Design engineering; Design optimization; Multi-layer neural network; Neural networks; Neurons; Quality assessment; Rivers; Transfer functions; Water pollution;
Conference_Titel :
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4712-1
Electronic_ISBN :
2151-7614
DOI :
10.1109/ICBBE.2010.5514975
