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Nevertheless, the performance for optimization of process models is limited by a certain complexity, especially accounting for existing processes (retrofit).
The results reveal that PGS-GA shows an efficient performance for optimization of multivariable multimodal functions and leads to noticeable improvements in convergence speed and closeness of the solution to the global optimum in all studied benchmark functions.
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Models were derived to understand the impact of mix design on performance and for optimization.
The performance measure for optimization is the ratio of the fault-gain to the noise standard deviation in the residual; a max min solution is sought that maximizes the smallest of these measures within a given residual structure.
We have demonstrated that, for NC-OFDM based systems, to obtain better performance call for optimization of both pilot placement as well as pilot power distribution.
Furthermore, the new model was applied to analyze the impact factors of heat transfer performance for design optimization, including the ground temperature as well as the flow rate and the inlet temperature of heat carrier liquid.
In Figure 4, we compare the SER performance for different optimization schemes.
It is important to note that the functionals with the best performance for geometry optimizations (M05-2X and M06-2X) do not present good results in the prediction of NMR values, especially for 13C NMR signals.
Many different criteria may be used for comparing the performance of optimization methods.
The performance index used for optimization is the integral of squared error (ISE) between the unit-step responses of the reduced-order and original transfer functions.
This position depends, in general, not only on the physicochemical parameters involved but also on the choice of the catalyst performance index selected for optimization.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com