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The application of natural vitamin E purification in molecular distillation based on GA-BP

机译:天然维生素E纯化在基于GA-BP的分子蒸馏中的应用

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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.
机译:BP太容易使局部最小化并且收敛缓慢,无法获得全局最优值。为了解决这些问题,本文提出了GA-BP算法来预测维生素E的纯度,通过分子蒸馏获得维生素E的纯度。应用遗传算法优化了BP神经网络的权重,两种算法的优点相结合,有效地提高了响应时间,提高了预测精度。仿真结果表明,该算法在两者上均能取得较理想的效果,具有较高的应用价值。

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