DocumentCode
3090429
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
fYear
2010
fDate
18-20 June 2010
Firstpage
1
Lastpage
5
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location
Chengdu
ISSN
2151-7614
Print_ISBN
978-1-4244-4712-1
Electronic_ISBN
2151-7614
Type
conf
DOI
10.1109/ICBBE.2010.5514975
Filename
5514975
Link To Document