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The GA procedure updates the initial solutions of permeability distributions called the initial realizations through generations to achieve a match between the field observations and the simulator output in terms of oil production rates, gas oil ratio (GOR), water cut (WC), and bottom hole flowing pressure (BHP).
The gradient decent procedure updates the parameter vector (varTheta) as: begin{aligned} varTheta ^{(m+1)} = varTheta ^{(m)}+ varDelta varTheta end{aligned} (11 where m is the number of epoch, and it indicates the total presentations of the full training set to the learning algorithm.
The data assimilation procedure updates the background in light of the new observations to produce an analysis, which, under suitable assumptions, is the maximum likelihood estimate of the model state vector.
In each iteration, the BW procedure updates the parameters of the "emission" distributions e and the parameters of the "transition" distributions t such that each parameter value is proportional to the average (over all of the observed sequences) of the expected number of uses of the corresponding emission (or transition).
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Although the priority-based representation simplifies the optimization procedure, updating velocities may be too complex because the routine velocity formula cannot update the permutation.
The influence of physical (flame wrinkling inner cut-off length scale) and numerical (test filter width, averaging procedure, updating frequency) characteristics of a flame wrinkling factor dynamic model for turbulent premixed combustion is investigated.
Going through normal procedures, updating the text books would take as much as four years.
Gen. Joseph Votel, head of U.S. Central Command, told a Pentagon news conference that the U.S. military has reviewed its targeting procedures, updated equipment and trained 9,000 troops on how much force is appropriate.
To conduct a systematic review of the methods used to determine when and how to update clinical practice guidelines (CPGs) and develop a procedure for updating CPGs.
Also information on updating was not reported adequately in most guidelines; only the NICE guideline [ 31] provided a procedure for updating.
The latest chapter comes because Sweden's code of judicial procedure was updated on 1 June to conform with EU law.
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CEO of Professional Science Editing for Scientists @ prosciediting.com