Optimization of the Culture Medium for Rhodospirillum Rubrum S1 with an Artificial Neural Network Model and GA
- https://doi.org/10.2991/iccia.2012.133How to use a DOI?
- ANN, GA, Rhodospirillum Rubrum S1
on the basis of the data from the previous box-behnken central composite design, an Artificial Neural Network (ANN) model was constructed for the prediction of outputs of carotenoids. GA (genetic algorithm) was used to search for the optimal culture medium for Rhodospirillum Rubrum S1:citric acid 3.678g/L, Beef extract 3.407 g/L, MgSO4 0.524g/L, FeSO40.023g/L. In the optimal culture medium, it was predicted that the outputs of the carotenoids were13.85 mg/ L.After three verification experiments, the outputs of the carotenoids were 13.72mg/L, the error between the expected value and the experimental value was 0.93%.
- © 2013, the Authors. Published by Atlantis Press.
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Cite this article
TY - CONF AU - Yan Pan AU - Weijian Wang AU - Haijuan Tian AU - Shihao Li AU - Zhu Zhu PY - 2014/05 DA - 2014/05 TI - Optimization of the Culture Medium for Rhodospirillum Rubrum S1 with an Artificial Neural Network Model and GA BT - Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012) PB - Atlantis Press SP - 551 EP - 553 SN - 1951-6851 UR - https://doi.org/10.2991/iccia.2012.133 DO - https://doi.org/10.2991/iccia.2012.133 ID - Pan2014/05 ER -