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An increase in frequency thus decreases runtime for all compute-bound programs.
It is also true that increasing the available memory significantly decreases runtime by keeping the garbage collection overhead to a minimum.
Between MICS values of 9 and 15 each stepping decreases runtime by about a factor of 4, after which yields diminishing returns.
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Keeping everything else constant, higher clock frequency leads to faster computing speed and thus decreased runtime for all computation-bounded programs [ 36].
The windowing aims to decrease runtime and reduce statistical noise that might be caused by distant SNPs with random non-zero correlation but no true LD.
Reif et al. (2012b) investigate increasing the accuracy and decreasing runtime of a genetic algorithm for selecting learning parameters for a Support Vector Machine and a Random Forests classifier.
In this approach, several actions can be evaluated concurrently, which potentially decreases the runtime of the algorithm.
Although the latter scheme decreases the runtime of a network analysis, it does not provide a very accurate conclusion about the network because some subgraphs are not included in the search described in step (1).
This decrease in runtime is accompanied by a decrease in memory usage as well.
Also, a pruning technique is proposed to decrease the runtime of the systematic variation modeling.
By those means we can decrease simulation runtime far below real-time.
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