Study on the BP-GA model and its application in water quality assessment

ISWREP 2011 - Proceedings of 2011 International Symposium on Water Resource and Environmental Protection

Volumn 4, Issue , 2011, Pages 2781-2784

  Li, Yongyong ^a   Zhu, Lin ^a   Zhao, Li Juan ^a   Jiang, Jun ^a  

^a CAPITAL NORMAL UNIVERSITY   (China)

Author keywords

BP GA; local optimal; over fitting; slow convergence; the fuzzy synthetic evaluation method

Indexed keywords

BP-GA; FUZZY SYNTHETIC EVALUATION; LOCAL OPTIMAL; OVER-FITTING; SLOW CONVERGENCE;

ENVIRONMENTAL PROTECTION; GENETIC ALGORITHMS; RATING; SUSTAINABLE DEVELOPMENT; WATER QUALITY; WATER RESOURCES;

BACKPROPAGATION;

EID: 79960732072     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISWREP.2011.5893456     Document Type: Conference Paper

References (7)

1. Shengwei Huang, Manling Dong, "Application of adaptive variable step size BP network to evaluate water quality", Journal of Hydraulic Engineering, No. 10, pp. 119-123, October 2002.
2. Yanlong Cao, Xili Wang, Zhaoyong Zhou, "Water quality assessment method of Wei river based on BP neural network", Computer Engineering and Design ,Vol . 29, No. 22, pp.5910-5916, Noveber 2008.
3. Changhong Dong, "Neural Network in Matlab and its Application", 2nd ed., Beijing, September 2009, pp.64-92.
4. Ming Zhou, Shudong Sun, "Genetic Algorithm: Theory and Applications ",Beijing, June 1999, pp.4-57.
5. Hong Lu, Cuiqin Wu, "Research on the Optimization of BP Neural Network Based on Genetic Algorithm and Its Application", Journal of Jiangxi University of Science and Technology, Vol. 30 No. 5, pp.51-54,October 2009.
6. Wengao Lou, "Eutrophication Assessment Model Using Artificial Neural Networks for Lakes and Reservoirs" , Journal of Fisheries of China, Vol . 25, No. 5, pp.474-478, October 2001.
7. Linfei Zhou, Yunbiao Gao, Shiguo Xu, "Research on Application of fuzzy mathematics to water quality evaluation of wetland", Water Resources and Hydropower Engineering, Vol. 36 No. 1 pp.35-38, 2005.