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The second is a new method for summing the unmodified potential in an infinitely tiled periodic system, which is in excess of 20,000 times faster than previous naive methods which add periodic images in shells of increasing radius: this is suitable for quantitative studies.
Therefore, naive methods, including Gauss Seidel minimization, require a large amount of time for computations.
"I did not envision such extensive computations since naive methods would be a million times slower".
However, search space expands exponentially relative to the number of hyperparameters; thus, such naive methods no longer work well.
In most cases the algorithms have increased their complexity to overcome more naive methods, but in doing so have limited their application scope to offline detection.
However, such naive methods normally result in high error rates [ 4].
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Thus, the Naive method assigned the same predictions to all targets.
For the case that the initial data consists of a control polygon only, a naive method for choosing initial normals is proposed.
Some detailed analyses are also presented to understand how effectively the acceleration techniques increase the reconstruction performance of a naive method.
MSEP is designed to achieve better performance than the naive method, the greedy method, and the baseline method in increasing the detection rate and reducing the patrol time of MDiag.
The computation of a sedenion product using the naive method takes 256 multiplications and 240 additions, while the proposed algorithm can compute the same result in only 122 multiplications (or multipliers – in hardware implementation case) and 298 additions.
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