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The relative entropy is increased by any deviation from optimal operation in a process system which makes it ideal for supervising Real-time Optimization (RTO) and dynamic optimization schemes.
Figure 22 Deviation from optimal delta for equivalent synthetic datasets.
We observed that even with some deviation from optimal design, the LOS MIMO case outperforms the theoretical i.i.d.i.d
The concept is similar to that of Christensen and Barker[67], whose work included contour plots relating the deviation from optimal orientation and the associated proportion of insolation losses.
It is obvious that the above mentioned objective functions are in conflict with each other; and optimization according to a certain objective function in a certain time, leads to deviation from optimal solutions of other objective functions.
This average deviation from optimal performance (error) was also normalized to baseline performance.
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Trauma patient flow through radiology is particularly prone to deviations from optimal care.
Mr Taylor's research suggests that the ECB's deviations from "optimal" policy have been closely correlated with America's short-term interest rates.
The production process in steel making involves plenty of variables to know the actual status in plant operations and the deviations from optimal and safe operating conditions.
Here too, it will be interesting to couple the ability to learn about preferences and about systematic deviations from optimal choices with questions about design, including whether through careful design we can enable better inference about participants and reach more desirable outcomes.
Deviations from optimal scaled size have little effect on overall systems costs – suggesting that other factors, including regulatory, political, or logistical considerations, may ultimately have a greater influence on plant size than the techno-economic factors we consider here.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com