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It can be seen from Table 5 that GTHA provides the most cost-effective solution with the least computation time.
The ZC based system requires the least computation time and the above techniques reduce the execution time by a factor of 6.56 and 5.95 respectively.
Fig. 6 b shows that the proposed method consumes the least computation time of all methods considered regardless of the measurement number employed.
SMETANA required the least computation time for pairwise network alignment and NetCoffee was the fastest among all for aligning the PPI networks of 3 species.
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For real-time implementation, it is important to get a constant, or at least a bounded computation time.
From Fig. 9, IVTCG achieved the smallest location error and WISTA had the least amount of computation time.
The research results show that the proposed fast approach achieves a fine performance that at least 90% of the computation time can be saved in contrast to the traditional CVP method, which reveals the effectiveness of the proposed fast engineering optimization approach for the industrial dynamic processes.
It can be seen that there is at least 90% improvement in the computation time when OWDMA core is used as opposed to OFDMA core for a 10% increase in DSP resources on the FPGA, whereas the total area occupied on FPGA remains comparable with the respective N-point computation.
The elaboration of these results with this new DFR-Rivet Element approach allows assessing fatigue reliability of actual structures with a reduction of at least 95% of the total computation time, compared to classic DFR approach, which is already one of the fastest methods for the evaluation of the fatigue reliability of riveted structures.
Regarding solvers performance we observe that, at least for short computation times, the solution found depends on the initial guess (this dependency increases with complexity) and therefore we test every method starting from different initial guesses.
Since at least one reconstruction is required in the proposed method, the computation time will be at least doubled.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com