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The paper highlights the diverse requirements of optimization software and discusses the ingredients needed to fulfil those requirements.
Compared respectively with the general optimization method and FEM, the computational results indicate that the presented method can effectively reflect the different response requirements of optimization objectives.
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The optimum operational parameters that fulfill the requirements of the optimization function resulted in areal biomass productivity of 32.1 gdwm−2d−1 and areal lipid production of 198.4 gLipidm−2.
Because of the demanding computing requirements of the optimization process, a special mesh is designed and a convergence analysis is carried out before using the multiphysics model.
Subsequently, order reduction techniques for dissipative partial-differential equations are combined with adaptive tabulation of microscopic simulation data to reduce the computational requirements of the optimization problem, which is then solved using standard search algorithms.
To reduce the computational requirements of the optimization procedure, several strategies are proposed, including a novel stopping criterion, which provides an efficient way to end the calculations when the optimal solution has been found.
A single stage process is less laborious and costly; however, the two types of microorganisms have different nutritional requirements requiring optimization of culture conditions.
Our results suggest the requirement for optimization of shRNA sequences upon incorporation into a miRNA backbone.
While many studies have achieved successful reprogramming, other groups have had less success [ 40], which further emphasizes the requirement for optimization of experimental conditions.
It is worth to mention that the feasibility problem (17) can be easily checked without the requirement of an optimization solver.
According to the requirement of the optimization model, and considering binary thinking is also applied in GA [15], a GA combined with binary codes is developed to optimize the motion of 5-TET.
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