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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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Going through normal procedures, updating the text books would take as much as four years.
Although the priority-based representation simplifies the optimization procedure, updating velocities may be too complex because the routine velocity formula cannot update the permutation.
This fast procedure allows updating the aerodynamic parameters for any weather condition.
A novel iterative procedure of updating the tool geometry in order to account for the wear progress is presented.
The procedure for updating the mechanical model, probabilistic model, distribution parameter statistics and reliability is illustrated for the fatigue reliability problem.
The approximation quality of the surface is then progressively improved by adaptively adding more knots onto the parametric domain according to the fitting errors obtained in the previous fit procedure and updating the feature-sensitive configurations.
It is shown that the inverse use of the conventional component-mode synthesis (CMS) technique within the scope of the hybrid inverse problem enables one to develop an efficient computational procedure for updating the design variables in the design problem.
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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