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A fast analytic-iterative scheme is proposed to efficiently compute the optimal parameters so as to resolve the computational burden required for optimizing the objective function numerically.
Artificial Neural Networks (ANNs) are commonly used in place of expensive models to reduce the computational burden required for uncertainty quantification, reliability and sensitivity analyses.
Accordingly, the burden required for a plaintiff to rebut the presumption of the business judgment rule by showing gross negligence is a difficult one, and the burden to show bad faith is even higher.
This approach leads to a more robust control performance but also complicates the practical implementation of MMMPC due to the high computational burden required to solve the optimization problem.
To reduce the computational burden required by the algorithm, collision and obstacle avoidance constraints are reformulated in linear terms, so that the optimization problem to be solved on-line is a Quadratic Programming (QP) one.
In his ruling, Judge Ruckriegle said Mr. Bryant's lawyers, through closed-door pretrial hearings involving 27 witnesses, including the accuser, had met the burden required under the rape victim law of proving that evidence about the woman's sex life and sex partners was relevant for the jury to hear.
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Over 25percentt of the global disease burden requires surgical therapy, which could prevent over 18 million deaths per year.
The importance of maternal autoantibody levels in congenital heart block and elucidation of maternal factors that may reduce disease burden require further clarification.
"The government's failure to satisfy its evidentiary burden requires us to reverse the district court's $1 million restitution and to remand the case for resentencing," the three-judge panel wrote.
But small businesses said the law would impose a huge administrative burden, requiring them to hire accountants and buy computer software to report routine purchases of office equipment, food, gasoline, lumber and thousands of other items.
This may not be possible within the same studies that measure prevalence and burden, requiring, in addition, the collection and registration of relevant exposure data and follow-up studies.
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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