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Finally, the method is tested in comparison to the existing methods for both new and aged cells.
The numerical results on the maximum allowable delay bound and the uncertainty bound seem to be quite less conservative in comparison to the existing methods from the literature.
Note that with comparison to the existing methods, the proposed method has a clear physical meaning and the set-membership technique makes it more feasible to calculate the fault detection rates relative to different choices of auxiliary signals with smaller energy.
The numerical results for Examples 1, 2, and 3 indicate that the methods produce better results in comparison to the existing methods [28, 29, 32 35] for the Euler-Bernoulli beam equation.
It is also worth noting that the proposed procedure totally eliminates the necessity of evaluation of any integrals while determining the solute travel times in a subsurface system and may thus, in comparison to the existing methods, prove to be relatively simple to apply for working out the solute travel time distributions in many hydro-geo situations.
In comparison to the existing methods that employed multiple features, our SVM-based method by using a single feature (tri-nucleotide composition), achieved MCC of 0.98.
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The proposed method shows about 60% improvement of sea surface temperature estimation accuracy in comparison to the existing method using Newton's iterative algorithm.
Finally, study is devoted to the comparison between the existing methods and the proposed one.
From extensive experimentations on AR systems of different orders, it is shown that the proposed method is capable of estimating parameters accurately and consistently in comparison to some of the existing methods for the SNR levels as low as −5 dB.
Furthermore, a comparison with the existing methods is performed to highlight the innovations of the proposed technique.
An extensive evaluation and comparison of the existing methods would be desirable, and to date, there is no general consensus regarding which method performs best under given conditions.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com