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It then stabilizes the image while performing the loop optimization over the full sequence.
bFor random policies, one can define the optimization over the relevant distributions.
Much attention has been paid to sampling design optimization over the past decades.
This work developed a QoS optimization over the system metrics to guarantee the QoS for the users, but as a future work, a joint optimization over the QoS metrics is also required to avoid any controversial results among them.
The numerical results for this case demonstrate the advantage of concurrent optimization over the two-stage optimization.
The comparison of the number of 'wins' for Bayesian optimization over the grid search indicates the superiority of the former approach.
Similar(19)
However, in order to make the proposed iterative approach applicable for other related problems briefly discussed in the beginning of this section and also for the optimization over in the sequel, we propose to formulate our optimization problem in the convex form, which has been proven to be computationally efficient and flexible to accommodate even a large number of convex constraints [16].
SimpleMKL performs an optimization over both the parameters of the SVM and the kernel coeffients via an iterative gradient descent method.
Nonetheless, these results show that, irrespective the specific pulse form, re-optimization over the Walsh coefficients remains a direct method to construct useful filters.
The NAA is designed for real-parameter optimizations over the continuous space.
For that purpose, a moving target approach has been applied running the mathematical optimization model, basically based on three phases of optimization and re-optimization over the time.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com