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In the inner loop of the multi-layer optimization, the parameter optimization problem, taken as a static optimization, is solved to obtain the states of all the spacecraft within the maximized area of the spacecraft formation.
After each optimization the parameter set is tested with the model against the experimental data.
After the evolutionary parameter optimization, the parameter set was changed from {1, 1, 1, 1, 1} to {0.703, 1.000, 1.001, 0.671, 0.951} and the rank of the synthetic pathway was improved to the 17th.
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Approximate inference is performed by optimization: the parameters of the approximating distribution are changed so as to minimize the KL divergence.
FastTree also terminates optimization if the parameter changes by a small amount or by a small proportion.
Through optimization, the recommended parameters are proposed.
Although these features tend to encumber the assembly of long contiguous sequences, analyses of broad-scale structure enabled the optimization of the parameters used in assembly algorithms (Supplementary Note).
Optimization of the parameters is discussed in Supplementary Note 4. Figure 3a shows the measured changes in the electron temperatures of the QCR and of the probe resistor as functions of the QCR operation voltage.
A central composite design was used for the optimization of the parameters influencing the extraction efficiency.
The largest shear strain of 70% is achieved by the optimization on the parameters.
In this paper, the optimization of the parameters for two-stage mounting isolation system is studied.
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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