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We apply and refine this optimization for a recently presented temporal blocking strategy designed to explicitly utilize multicore characteristics.
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Viewing and comparing deconvolution results acquired using different settings will allow users to further refine the optimization.
Seven variables were statistically significant at 95% significance and a 27-3 factoriall factorial design (FFD) was applied to further refine the optimization of culture conditions.
Then, the fine-search strategy and Random Walk algorithm with Compulsive Evolution were integrated to enhance and refine the optimization for continuous and integer variables in heat exchanger networks synthesis simultaneously.
In particular, the cutting plane method is introduced to refine the optimization formulation by maintaining field accessibility and haul road continuity, thus ensuring practical feasibility of the analytical solution.
Future work will aim to refine the optimization techniques to improve their robustness and make the interpretation of connection weights more explicit.
On the other hand, response surface methodology (RSM) is one of the strong tools to know the effect of many factors with less number of experiments and can also be used to refine the optimization of the process.
This requires non-linear optimization; we chose the Levenberg-Marquardt method for this optimization [40], [41].
For solving this optimization problem, there are two choices – online optimization and offline optimization.
This optimization has two significant implications.
This optimization yields large computational savings.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com