DocumentCode :
2200266
Title :
The application of natural vitamin E purification in molecular distillation based on GA-BP
Author :
Li, Hui ; Hu, Cai-xia ; Li, Ying
Author_Institution :
Inst. of Electr. & Electron. Eng., Changchun Univ. of Technol., Changchun, China
fYear :
2011
fDate :
9-11 Sept. 2011
Firstpage :
2339
Lastpage :
2342
Abstract :
BP gets local minimization too easily and converges slowly and could not get the global optima. To solve these problems, this paper proposes GA-BP algorithm to predict the purity of vitamin E in obtaining the purity of vitamin E with molecular distillation. The genetic algorithm is applied to optimize the weights of BP neural network and the combination of the advantages of two arithmetic improves the response time efficiently and forecast precision. The simulation results show that this algorithm can get an ideal result on the both, so which has a high application value.
Keywords :
backpropagation; distillation; genetic algorithms; neural nets; production engineering computing; purification; separation; BP neural network; GA-BP algorithm; genetic algorithm; molecular distillation; natural vitamin E purification; separation technique; Algorithm design and analysis; Biological neural networks; Convergence; Genetic algorithms; Materials; Neurons; Vectors; Forecasting; GA-BP; Molecular distillation; Neural network; Vitamin E;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Communications and Control (ICECC), 2011 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4577-0320-1
Type :
conf
DOI :
10.1109/ICECC.2011.6067916
Filename :
6067916
Link To Document :
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