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Contemporary updates of variables predicting outcome will provide more accurate information for prognostic models and may aid clinical decision-making.
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First, compared with ADM-ISTA-DL, both ADM-FISTA-DL and our ALM-DL exhibit faster convergence, with the iterative process, ADM-FISTA-DL behaves slower increase of ALN since they use FISTA in the inner minimization such that has quicker reduction of ALN under the predefined iteration number; our ALM-DL behaves faster decrease of RMSE due to the accelerated update of variables z and y.
In DES time increments for updates of numerical variables (events) are predicted by imposing small but finite bounds to their changes, and event synchronization requirements are defined with physical rules.
Bayesian network has been applied to various domains, particularly in EA, where BN is used in the estimation of distribution algorithm (EDA) search paradigms to carry out probability distribution updates of landscape variables [32].
Cox proportional hazards models were also constructed using time-dependent updated means of variables significant in models using baseline characteristics.
The gas-kinetic scheme is designed for the updating of macroscopic variables, which include the conservative flow variables and the multiple temperature field.
Since in each step of the iterative algorithm we solve a convex subproblem to update one set of variables, the conditional update of each set will either decrease or maintain the objective function (9a).
The Gibbs sampler updates each set of variables conditional on its Markov blanket [23].
It is also used for efficient updating of design variables through optimization iterations.
Changes of Step 5: There is no update of dual variables and approximate gradients.
The DPM executes a behaviour resulting in the update of command variables and hardware component parameters.
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