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Finally, experiments carried out for nine data sets show that the GGS algorithm comes as a sound solution from perspectives of its convergence, effectiveness and scalability.
Some of the results are also validated against available solutions, representing the convergence, effectiveness, accuracy and versatility of the proposed modeling and numerical method.
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Numerical results show the convergence and effectiveness of the proposed uplink power control algorithm.
Monte Carlo simulations and their statistical analyses are used to validate accuracy, convergence and effectiveness of the scheme.
Accuracy, convergence and effectiveness of the approach is established through extensive analyses based on a large number of independent runs.
The accuracy, convergence and effectiveness of the designed models are validated through statistical analyses based on a sufficiently large number of independent runs.
A Hardware-in-the-Loop testbed realization demonstrates the convergence and effectiveness of the approach and quantitatively shows a power quality improvement in the distribution grid.
Sample designs for submerged spheroids and Wigley hull are carried out to demonstrate the stable convergence, the effectiveness and the robustness of the method.
The accuracy, convergence and effectiveness of the proposed schemes are evaluated on the basis of the results of statistical analyses through sufficient large number of independent runs with different number of neurons in each model as well.
In order to illustrate the convergence and effectiveness of three RA algorithms, we set P t =20 dBm and U=4.
Through numerical experiments, the convergence and effectiveness of the proposed algorithms as well as the benefit of using OR and the HSE protocol have been illustrated.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com