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While this method provides automatic selection for the regularization parameters, it is not clear what would be an appropriate choice for the column vector b and to what extent the optimization obtained for this inverse problem yields optimal results for the classification problem.
Table 6 shows the results of optimization obtained by DE-NCC and DE-EC, including the optimal function value attained and the number of fitness evaluations after 350 iterations.
The experimental results and multi response optimization obtained provide a technical database for industrial applications.
Percent gain ξ by direct LD power optimization compared to TP optimization obtained through the suboptimal successive GP algorithm.
In Table 5, the results of optimization obtained for different values of ( f_{{{text{cd}}}}^{prime }), T max and t f were listed.
In the Phase 1, the aerodynamic validation was based on the comparison of the experimentally obtained results with the numerical optimization obtained ones, the pressure sensors data being used only for the visualization of the transition point position.
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We compared three optimization schemes and showed that joint optimization obtains the best SER performance.
The optimization obtains 21.69% improvement on the ETC for the given range of design parameters.
Sallent et al. [21] propose the radio conditions enhancement through antenna tilt optimization, obtaining better channel quality index and EcNo values, with impact on node capacity.
The simulation results show that joint optimization obtains the best SER performance and the SER upper bound is asymptotically tight in the high signal-to-noise ratio (SNR) regime.
After the preliminary optimization which utilizes NN, the result of optimization is obtained within narrowed optimization bounds obtained from the results of surrogate based 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