• 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