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Dynamic optimization of chemical and biochemical processes using restricted second order information.

机译:利用限制二阶信息动态优化化学和生化过程。

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摘要

The extension of a recently developed method for the dynamic optimization (DO) of chemical and biochemical processes is presented. This method is based on the control vector parameterization approach and makes use of the calculation of first and second order sensitivities to obtain exact gradient and projected Hessian information. In order to achieve high discretization levels of the control variables with a moderate computational cost, a mesh refining technique is also presented here. The robustness and efficiency of this strategy is illustrated with the solution of several challenging case studies.
机译:提出了最近开发的化学和生物化学过程的最近开发方法的延伸。该方法基于控制矢量参数化方法,并利用第一和二阶灵敏度的计算来获得精确的梯度和预测的Hessian信息。为了实现具有中等计算成本的控制变量的高离散化水平,这里还呈现了一种网眼精炼技术。这种策略的鲁棒性和效率是通过解决若干具有挑战性的案例研究的解决方案。

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