Sentence examples for the necessity of optimization from inspiring English sources

This lower performance of the existing heat exchangers indicates the necessity of optimization of the design of the heat exchangers for this particular application.

This paper expounds the necessity of tracking optimization of magnet coil in the process of traditional manufacturing, and optimization design of magnet coils by particle swarm optimization is proposed.

Note that Figure 4d has more concentrated high frequency area compared to Figure 4a, and this suggests the necessity of global optimization for pattern generation.

Furthermore, from the overall ROC curves on each dataset, the local features can result in the lowest ROC curves by using optimized Gabor filters, which explains the necessity of Gabor filter optimization and multiple local Gabor feature fusion.

With applying the well-trained RBFNN/MLPNN in the system, the optimization of optimum active and reactive power can be directly evaluated without the necessity of performing the optimization process-based PSO after any change of load/generation.

This work provides important information on the effect of meso-pore size on sDSCs and points to the necessity of further photoanode optimization toward the enhancement of the PCE of polymeric hole conductor-based DSCs.

By applying the proposed RBFNN approach in the system, the optimum active and reactive power of the BESS can directly be obtained without the necessity of performing the optimization process-based PSO at any change in load/generation.

To oblige the potential of these protein biomarkers we focused on the necessities of assay optimization and verification of the potential biomarker.

However, a greater DI value can be found at the JLUBR-IRIS dataset, which explains the necessity of the Gabor filter optimization for various datasets and validates our PSO- and BPSO-based Gabor filter optimization.

To show the necessity of the transmission time optimization, we also show the EE for a system who transmits with the entire block duration (i.e., there is no idle duration).

With an appropriate RBFNN training, the optimum active and reactive power can directly be obtained without the necessity of performing the PSO optimization process at any change of load/generation.