Application of water quality evaluation model based on gray correlation analysis and artificial neural network algorithm

2017 ◽  
Author(s):  
Wei Zhuang ◽  
Xiao Zhao ◽  
Feng Zhu ◽  
Jun Liu ◽  
Hong-yi Xu
Keyword(s):  
Neural Network ◽  
Water Quality ◽  
Artificial Neural Network ◽  
Quality Evaluation ◽  
Evaluation Model ◽  
Water Quality Evaluation ◽  
Gray Correlation ◽  
Neural Network Algorithm ◽  
Quality Evaluation Model ◽  
Artificial Neural Network Algorithm

Model for Evaluation of Water Quality Base on Improved Wavelet Neural Network

2014 ◽  
Vol 700 ◽  
pp. 538-541
Author(s):  
Zhi Wu Yu ◽  
Jin Xia Ren ◽  
Xin You
Keyword(s):  
Neural Network ◽  
Genetic Algorithm ◽  
Water Quality ◽  
Quality Evaluation ◽  
Evaluation Model ◽  
Wavelet Neural Network ◽  
Adaptive Genetic Algorithm ◽  
Water Quality Evaluation ◽  
Network Training ◽  
Neural Network Algorithm

The nonlinear and uncertain of water environmental pollution,make the traditional water quality evaluation methods have limitations.In order to improve the accuracy of water quality evaluation,The paper put forward the water quality evaluation model based on improved wavelet neural network (Wavelet Neural Network, the WNN).Optimize the initial weights of wavelet neural network based on Adaptive Genetic Algorithm (Adaptive Genetic Algorithm, AGA),and then training the network by used wavelet neural network algorithm,finally,testing the trained network.The simulation results show that the combination of Adaptive genetic algorithm and wavelet neural network improved the efficiency of network training,and this method can be used in water quality evaluation, and the evaluation result has high precision and accuracy.

scholarly journals FANN-based surface water quality evaluation model and its application in the Shaoguan area

2007 ◽  
Vol 10 (4) ◽  
pp. 303-310 ◽  
Author(s):  
Meini Yang ◽  
Dingfang Li ◽  
Jinbo Yang ◽  
Wei Xiong
Keyword(s):  
Water Quality ◽  
Surface Water ◽  
Quality Evaluation ◽  
Evaluation Model ◽  
Surface Water Quality ◽  
Water Quality Evaluation ◽  
Quality Evaluation Model
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