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Optimization to the Culture Conditions for Phellinus Production with Regression Analysis and Gene-Set Based Genetic Algorithm
Joint Authors
Li, Zhongwei
Xin, Yuezhen
Wang, Xun
Sun, Beibei
Xia, Shengyu
Li, Hui
Zhu, Hu
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-08-16
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
Phellinus is a kind of fungus and is known as one of the elemental components in drugs to avoid cancers.
With the purpose of finding optimized culture conditions for Phellinus production in the laboratory, plenty of experiments focusing on single factor were operated and large scale of experimental data were generated.
In this work, we use the data collected from experiments for regression analysis, and then a mathematical model of predicting Phellinus production is achieved.
Subsequently, a gene-set based genetic algorithm is developed to optimize the values of parameters involved in culture conditions, including inoculum size, PH value, initial liquid volume, temperature, seed age, fermentation time, and rotation speed.
These optimized values of the parameters have accordance with biological experimental results, which indicate that our method has a good predictability for culture conditions optimization.
American Psychological Association (APA)
Li, Zhongwei& Xin, Yuezhen& Wang, Xun& Sun, Beibei& Xia, Shengyu& Li, Hui…[et al.]. 2016. Optimization to the Culture Conditions for Phellinus Production with Regression Analysis and Gene-Set Based Genetic Algorithm. BioMed Research International،Vol. 2016, no. 2016, pp.1-7.
https://search.emarefa.net/detail/BIM-1096858
Modern Language Association (MLA)
Li, Zhongwei…[et al.]. Optimization to the Culture Conditions for Phellinus Production with Regression Analysis and Gene-Set Based Genetic Algorithm. BioMed Research International No. 2016 (2016), pp.1-7.
https://search.emarefa.net/detail/BIM-1096858
American Medical Association (AMA)
Li, Zhongwei& Xin, Yuezhen& Wang, Xun& Sun, Beibei& Xia, Shengyu& Li, Hui…[et al.]. Optimization to the Culture Conditions for Phellinus Production with Regression Analysis and Gene-Set Based Genetic Algorithm. BioMed Research International. 2016. Vol. 2016, no. 2016, pp.1-7.
https://search.emarefa.net/detail/BIM-1096858
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1096858