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For each refractive index, we consider a wide range of size parameter x of the agglomerated debris particles that varies from 1 to 32, except for the case of m = 1.6 + 0.0005i, when the upper limit is restricted to 26 due to DDA convergence limitations.
The main purpose of using SVM classifiers is to free the proposed protection scheme of the over fitting and slow convergence limitations experienced by other techniques, and hence to improve the diagnostic accuracy.
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The choice of μ is based on experiments showing that this is a good compromise between convergence speed and limitation of noise-induced variance in the estimate.
Even though the simplified recursive algorithm gives superior results compared to the state of the art chaotic blind channel equalization algorithms, it has a very important limitation: convergence of the adaptive algorithm is ensured for only Strictly Positive Real (SPR) channels.
Whereas impaired saccadic and smooth pursuit can be explained within this paradigm, other restrictions of oculomotor movements, such as loss of the convergence reflex and limitation of the upward gaze (Jankovic, 2003), do not specifically fit into the present concept.
While it was not possible using standard GLMMIX syntax to obtain estimates for the full sample or for samples of size 10% or more (due to well known computational convergence and memory limitation errors), we were able to obtain estimates for the full sample using tricks such as sorting by ID and time and removing them from the class statement.
For faster, sure convergence and overcome the limitations of conventional methods, PSO parameters are so designed that they are highly adaptive.
We present a novel framework for the optimization and synthesis of complex reactor networks based on systems knowledge in an effort to overcome convergence and computational speed limitations associated with current reactor network synthesis technologies.
Importantly, the fact that the search direction has to be corrected in line search to ensure smooth convergence attests to the limitation of origin-based flow aggregation shared by both OBA and LUCE.
The difference in the upper range limit of x is caused by limitations in the DDA convergence.
It should be noted that genomic convergence may have its own limitations.
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CEO of Professional Science Editing for Scientists @ prosciediting.com