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Also, in projection methods nonlinear Hammerstein integral equation is reduced to the nonlinear algebraic equations which solving them in large scales needs high memory capacity and CPU time and because of error propagation convergence of numerical technique may be at risk.
The results of the estimation, weights, error propagation, convergence and runtime are presented.
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For experimental holograms with 30cm of propagation range, convergence of the approach is obtained after 10-15 iteration steps.
Set all variable nodes to uniform distribution B. Propagation : repeat until convergence B.1.
Herein, new algorithms for light ion and neutron propagation with well defined convergence criteria in 3D objects is developed and tested against Monte Carlo simulations of 3D effects.
The models within the architecture exploit analytic methods where possible, in order avoid computationally expensive numerical propagation, and achieve rapid convergence.
The filter with statistical treatment of the dynamic noise further improved the results of the version with forgetting factor and full propagation showing a quicker convergence towards the "true solution" in the framework of the twin experiments.
The importance of constraint propagation techniques in boosting the convergence order of reduced-space lower bounding schemes (and helping mitigate clustering in the process) for problems which do not possess such a structure is demonstrated.
Figure 3 presents the propagation, horizontal structure, and BL convergence of the simulated MJO-like, trio-interaction mode on an idealized "warm pool" SST configuration (Fig. 3a).
For pathways that take longer than 3 s of inference per patient, we use Belief Propagation with sequential updates, a convergence tolerance of 10−9, and a maximum of 10 000 iterations.
However, the DBN-based methods fail to provide favorable prediction results due to the congenital defects of the back-propagation method, such as slow convergence and local optimum.
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