%0 Journal Article
%T The Application of Experimental Design and Optimization Techniques in Optimization of Microbial Medium
试验设计和优化及其在发酵培养基优化中的应用
%A DAI Zhi-Kai
%A ZHANG Cui
%A RUAN Zheng
%A
代志凯
%A 张翠
%A 阮征
%J 微生物学通报
%D 2010
%I
%X The optimization of fermentation medium is important for improving microbial production or quality in fermentation industry. Experimental design and optimization techniques play an important role for optimizing medium. In this paper, we reviewed the methodologies and techniques used in optimization of microbial medium, including one-factor-at-a-time design, factorial design, uniform design, response surface optimization (RSM), artificial neural network (ANN) and genetic algorithms (GA). Meanwhile, the methodologies and techniques were analyzed and evaluated comprehensively.
%K Fermentation medium
%K Optimization
%K Experimental design
%K Artificial neural network
%K Genetic algorithm
培养基
%K 优化
%K 试验设计
%K 神经网络
%K 遗传算法
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=90BA3D13E7F3BC869AC96FB3DA594E3FE34FBF7B8BC0E591&jid=78024727B5F4EF6AA9CA8E605B5FC464&aid=9EB3F1EFDD8879BEF192D118D5D7188B&yid=140ECF96957D60B2&vid=42425781F0B1C26E&iid=B31275AF3241DB2D&sid=44623FA63327370C&eid=A1DCE313EDFB3D3A&journal_id=0253-2654&journal_name=微生物学通报&referenced_num=1&reference_num=0