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The electrical efficiency of the cell also gets improved due to the optimization.
An overall 9-fold enhancement in phytase activity (62.0 → 575.5 U/ml) was attained due to the optimization.
Due to the optimization of the rank norm is NP-hard (Nie et al. 2014), in practice, we often use the nuclear norm for relaxation.
Due to the optimization problem complexity we encountered with the first approach, some suitable approximations are introduced with the second one.
We present numerical results to illustrate the impacts of different parameters on the secondary throughput performance and demonstrate the significant throughput gain due to the optimization of different parameters in the proposed framework.
However, it imposes enormous computational complexity on encoder due to the optimization processing in the efficient coding tools, especially the rate distortion optimization on coding unit (CU), prediction unit, and transform unit.
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Reliability-Based Design Optimization (RBDO) is computationally expensive due to the nested optimization and reliability loops.
With the proposed two-step formulation, one can integrate information theory conveniently to supervise the feature selection process while the optimal solutions can be guaranteed due to the convex optimization formulations in a generalized lasso framework.
Compared to the signal-to-interference-plus-noise ratio (SINR) precoding which is obtained iteratively due to the coupled optimization problem [22], the SLNR precoding admits a closed-form solution, since the SLNR metric results in a decoupled optimization problem.
The impact on prices due to the integrated optimization of the storable energy resources is assessed.
The energy consumption drop is due to the process optimization and system scaling-up.
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