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This increases the convergence speed.
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As a tropical cyclone makes landfall, surface friction increases, which in turn increases the convergence of airflow into the eyewall and the vertical motion of air occurring there.
Of course it is trivial that increasing the number of ({bf k} -points increases the convergence.
Moreover, the L-BFGS optimization method used in the inversion increases the convergence of the misfit function.
This is because of the false trustworthiness values computed by the recommender which is high in the existing methodology that increases the convergence time.
Such combination not only reduces the number of parameters that must be trained, but also increases the convergence speed.
In addition, to improve the performance of the algorithm, a mutation operator which increases the convergence-rate and ensures the convergence of the proposed algorithm is designed.
A comparison of the randomly initialized DBNN result with pre-trained DBNN by the layer-by-layer pre-training method shows that this method not only increased the convergence rate of training but also improved its generalizability.
This feature can prevent oscillation of the optimum design point and increase the convergence rate of the redesign process.
We apply the Jacobi preconditioner to increase the convergence speed.
The conclusions are that as the releasing displacement is increased the convergence of the surrounding rock increases linearly while the convergence of the lining decreases linearly.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com