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A computational comparison between DM and the conventional least-squares formulation based on variational analysis will be presented.
Table 2 Computational comparison between keypoint model and GMM Computational time frame per second (fps) Video Number of frame Format Size Keypoint GMM Waving tree 735 Avi (Xvid--mpeg4) 640 × 512 4.4fps 2.4fps Light 600 Avi (Xvid--mpeg4) 384 × 288 12.8fpShadow Shadow 414 Avi (Xvid--mpeg4) 640 × 512 8.3fps 2.4fps.
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For assessing the validity of the proposal, a computational comparison is performed between the plain use of a state-of-the-art optimization solver and the proposals made in this work.
However, computational comparison of these screens using a newly developed algorithm, revealed a regulator effector relationship between the datasets (Yeger-Lotem et al, 2009).
Table 5 Computational load comparison between the generation of standard Pareto front and MOACO approach Type of function Computational load in terms of CPU time (s) Computational load in terms of iterations Standard Pareto (Chase et al. 2015) ACO Standard Pareto (Chase et al. 2015) ACO ZDT1 3.85 3 10,000 9000 ZDT3 5.25 4.28500,000 8500 ZDT3 3.9200 10,000 9200.
Figure 6 shows the computational complexity comparison between the energy efficiency optimization algorithm and the other two baseline algorithms.
Open image in new window Fig. 6 Computational efficiency comparison between centralized and distributed scheme with respect to EX1-3.
Fig. 7 Computational complexity comparison between the local search algorithm (d=1) and the exhaustive search (C i =2).
Table 5 gives a joint TS and CE computational cost comparison between the twice section-maximum algorithm and Wang's method.
Figure 11 Computational performance comparison between PF and SS using several voxel sizes s V = { 2, 5, 10, 15 } cm and features (raw or colored voxels).
For BPSK, the break-even mark between the HNN MLSE equalizer and the Viterbi MLSE equalizer is at, and for 4-QAM it is at. Figure 10 Computational complexity comparison between the HNN MLSE and Viterib MLSE equalizers.
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