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Conductivity at 80 °C and 100% relative humidity ranged from 6.2 to 34.3 mS/cm, with the best value obtained for hydrophilic/hydrophobic block lengths of 13.3/6.0.
G best is the best value obtained by any particle during all previous iterations [23].
The best value obtained from two measures was kept for the analysis.
Another 'best' value that is tracked by the particle swarm optimizer is the best value, obtained so far by any particle in the neighbours of the particle.
Another "best" value that is tracked by the particle swarm optimizer is the best value obtained so far by any particle in the population.
To choose the β value, we performed a grid search with 11 values between 0.0 and 1.0 at a 14 dB SNR and the best value obtained was β = 0.1.
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The best values obtained were 14.04% of SEP for the growth rate and 14.84% for the lag estimation by the best ANN model, which were much better than those obtained by the RSM, 35.63% and 39.30%, respectively.
The simulations show that: 1) each EMS outperforms the others in the designed target; and 2) the third EMS is considered the best EMS, because it needs the least ESS devices, and presents the lowest total acquisition cost of hybrid system, whereas the rest of parameters are similar to the best values obtained by the other EMSs.
The evaluation of generations and the best values obtained by GA are shown in Figures 4 and5.
For comparison, we have included some of the best values obtained from a few past CNT flexible emitters (Table 1).
The evaluation of generations and the best values obtained by GA for washing process are shown in Figures 6 and7.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com