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Thus, SeaSight allows users to quickly add transformation steps to their experiments, without having to wait for lengthy computations to finish.
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Table 1 presents computation times to finish 2nd order interaction analysis by each method.
More precisely, many approaches can be used to reduce the computation costs of metaheuristics, such as investing more computing resources to finish the job faster or using better search strategy (i.e., sampling or dimension reduction methods).
We indicate the implementation of the standard algorithm using the abbreviation 'st' following the name of the package, and we indicate the implementation of the dual algorithm using the abbreviation 'd.' The symbol '-' signifies that we were unable to finish computations for this data set, because the machine ran out of memory.
This is the case typically when this component is waiting for the result of some remote computation, before being able to finish its own task.
With streaming option, one can use fewer machines to finish computation, which leads to reduction of the cost.
fastFVA (Gudmundsson and Thiele, 2010) manages to finish all computations on the largest network with 2251 reactions within ∼3 h, and is roughly two orders of magnitude faster than a naive implementation solving all LP instances independently from each other with CPLEX (see Supplementary Information).
But by now I already had all the pieces to finish the computation.
In this study, LibSVM [Chang and Lin, 2011] was employed to finish the computation of the SVM model on Matlab 7.01.
More than 3 years of computation time would be required to finish structural elucidation in the CSCCP using the BF algorithm for C. chinensis, and more than 6 years would be required using the BF algorithm for P. multiflorum.
For instance, it takes a cluster of 64 Intel i7 processor cores about 35 h to finish the computation of case 1. Table 1 Nano-indentation parameters for the six simulation cases Case Depth of indentation Indentation speed (m/s) Retraction speed (m/s) Water molecules 1 40 10 10 Yes 2 40 10 10 No 3 40 100 100 Yes 4 40 100 100 No 5 40 1 1 Yes 6 40 1 1 No.
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