Steady-State Optimization of a Biological Process

Gongxian Xu, Zhuxi Li, Yuzhu Wang
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Abstract

This paper deals with the steady-state optimization of continuous process in glycerol metabolism. An optimization model is established by maximizing the production rate of the desired product. This model also considers the requirement for the stable steady-state point of considered bioprocess. The proposed model is then transformed into a nonlinear optimization problem by using the Hurwitz criteria. Finally, the new problem is solved by a hybrid method. This approach combines a deterministic solver and a stochastic solver. We not only obtain the stable steady-state point of considered bioprocess, but also attain the maximum production rate of desired product increased more than 10.37 times its initial point.
生物过程的稳态优化
本文研究了甘油连续代谢过程的稳态优化问题。以期望产品的生产率最大化为目标,建立了优化模型。该模型还考虑了所考虑的生物过程对稳定稳态点的要求。然后利用Hurwitz准则将该模型转化为非线性优化问题。最后,采用一种混合方法对新问题进行求解。这种方法结合了确定性求解器和随机求解器。我们不仅得到了所考虑的生物过程的稳定稳态点,而且得到了所需产物的最大生产速率比初始点提高了10.37倍以上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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