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