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The proposed UEP solution outperforms an optimized state-of-the-art EEP solution by as much as 2 dB in the working range of channel conditions, and is able to adapt to any bitrate and any channel condition.
Rather than rely on flux data reflecting an observed metabolic state, flux data could be used that reflect an optimized state or a range of attainable states.
Distributed solution thus takes more rounds to achieve an optimized state.
The developed approach allows to predict accurately the optimized state of the separation unit and the optimal performance and process integration of the global problem.
Overall, without computing the parameter sensitivities, the new integrator is competitive, in terms of accuracy and efficiency, with highly optimized state of the art solvers for hard numerical problems in our application domain.
In this paper, a sophisticated adaptation scheme is presented which guides the user from an initial subject-independent classifier that operates on simple features to a subject-optimized state-of-the-art classifier within one session while the user interacts the whole time with the same feedback application.
We found that for β<0.33 (standard deviation ± 0.08), a qualitative change of the optimized state configuration took place.
It should be kept in mind that β does not affect the optimization process, but only the assessment of the quality of the optimized state configuration.
The ACES III software provides a modern, high-performance implementation of these methods optimized for state-of-the-art parallel computer systems, ranging from small clusters typical in individual research groups, through larger clusters available in campus and regional computer centers, all the way to high-end petascale systems at national labs.
Thus the entropy of the optimized state configuration is higher than in the control case.
The goal of the navigation tasks is to reach a region of connected microstates the same size as the average macrostate of the optimized state configuration.
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